diff --git a/annotated_outputs/nie/nie_scenarios_10_choice_1.html b/annotated_outputs/nie/nie_scenarios_10_choice_1.html
index f2429711..ee82dc70 100644
--- a/annotated_outputs/nie/nie_scenarios_10_choice_1.html
+++ b/annotated_outputs/nie/nie_scenarios_10_choice_1.html
@@ -3,8 +3,8 @@
 <script type='text/javascript'src='https://unpkg.com/vis-network/standalone/umd/vis-network.min.js'></script>    
 <style type='text/css'>      
  #mynetwork {        
-		width: 1440px;         
-		height: 1440px;         
+		width: 1320px;         
+		height: 1320px;         
 		border: 1px solid lightgray;       
 	 }   
 	 </style>
@@ -60,28 +60,26 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "my baby", color: {background: '#279aba'}},
-		{id: 3, label: "10 neighbors", color: {background: '#279aba'}},
-		{id: 4, label: "put a hand over the\n baby's mouth to absorb the\n crying and leave the baby\n without air", color: {background: '#ba2769'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "three railroad workers maintaining the\n tracks", color: {background: '#279aba'}},
+		{id: 3, label: "one heavy worker standing on\n the bridge", color: {background: '#279aba'}},
+		{id: 4, label: "push the worker from the\n bridge", color: {background: '#ba2769'}},
 		{id: 5, label: "value", color: {background: '#8e7db5'}},
-		{id: 6, label: "I suppress the baby's crying", color: {background: '#e6c440'}},
-		{id: 7, label: "The soldiers do not hear\n the baby crying", color: {background: '#e6c440'}},
-		{id: 8, label: "The soldiers do not find\n the refugees hiding in the\n cellar", color: {background: '#e6c440'}},
-		{id: 9, label: "I and the other refugees\n are not killed by the\n soldiers", color: {background: '#e6c440'}},
-		{id: 10, label: "The baby suffers from lack\n of air", color: {background: '#e6c440'}},
-		{id: 11, label: "The baby experiences distress or\n harm due to suffocation", color: {background: '#e6c440'}},
-		{id: 12, label: "I experience emotional distress from\n harming the baby", color: {background: '#e6c440'}}
+		{id: 6, label: "The heavy worker falls from\n the bridge onto the tracks.", color: {background: '#e6c440'}},
+		{id: 7, label: "The heavy worker dies from\n the collision with the speed-train.", color: {background: '#e6c440'}},
+		{id: 8, label: "The speed-train stops before reaching\n the three railroad workers.", color: {background: '#e6c440'}},
+		{id: 9, label: "The three railroad workers survive\n and avoid being run over\n by the speed-train.", color: {background: '#e6c440'}},
+		{id: 10, label: "I cause the death of\n the heavy worker by pushing\n them.", color: {background: '#e6c440'}},
+		{id: 11, label: "I prevent the death of\n the three railroad workers.", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
 		{from: 1, to: 4, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 6, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 7, label: "C+I+K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 8, label: "C+I+K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 8, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 9, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 10, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 11, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 12, label: "C+I-K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 5, label: "-100", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 6, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
@@ -89,28 +87,24 @@
 		{from: 4, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 10, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 11, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 4, to: 12, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 3, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 1, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 3, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 1, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 1, label: "-10", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 2, label: "-90", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 3, label: "80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 11, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 11, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 11, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 12, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 12, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 12, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 11, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 11, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 11, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
 
 	return ([edges,nodes])
diff --git a/annotated_outputs/nie/nie_scenarios_10_choice_1.json b/annotated_outputs/nie/nie_scenarios_10_choice_1.json
index 87ce5964..c2f82900 100644
--- a/annotated_outputs/nie/nie_scenarios_10_choice_1.json
+++ b/annotated_outputs/nie/nie_scenarios_10_choice_1.json
@@ -1,13 +1,12 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "put a hand over the baby's mouth to absorb the crying and leave the baby without air"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I suppress the baby's crying"}, {"link": {"kind": "b_link", "value": "C+I+K-"}, "to_node": "The soldiers do not hear the baby crying"}, {"link": {"kind": "b_link", "value": "C+I+K-"}, "to_node": "The soldiers do not find the refugees hiding in the cellar"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I and the other refugees are not killed by the soldiers"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The baby suffers from lack of air"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The baby experiences distress or harm due to suffocation"}, {"link": {"kind": "b_link", "value": "C+I-K-"}, "to_node": "I experience emotional distress from harming the baby"}]}
-{"node": {"kind": "being", "label": "my baby"}, "links": []}
-{"node": {"kind": "being", "label": "10 neighbors"}, "links": []}
-{"node": {"kind": "action_choice", "label": "put a hand over the baby's mouth to absorb the crying and leave the baby without air"}, "links": [{"link": {"kind": "v-link", "value": "-100"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I suppress the baby's crying"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers do not hear the baby crying"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers do not find the refugees hiding in the cellar"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I and the other refugees are not killed by the soldiers"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The baby suffers from lack of air"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The baby experiences distress or harm due to suffocation"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I experience emotional distress from harming the baby"}]}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "push the worker from the bridge"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The heavy worker falls from the bridge onto the tracks."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The heavy worker dies from the collision with the speed-train."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The speed-train stops before reaching the three railroad workers."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The three railroad workers survive and avoid being run over by the speed-train."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I cause the death of the heavy worker by pushing them."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I prevent the death of the three railroad workers."}]}
+{"node": {"kind": "being", "label": "three railroad workers maintaining the tracks"}, "links": []}
+{"node": {"kind": "being", "label": "one heavy worker standing on the bridge"}, "links": []}
+{"node": {"kind": "action_choice", "label": "push the worker from the bridge"}, "links": [{"link": {"kind": "v-link", "value": "-100"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The heavy worker falls from the bridge onto the tracks."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The heavy worker dies from the collision with the speed-train."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The speed-train stops before reaching the three railroad workers."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The three railroad workers survive and avoid being run over by the speed-train."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I cause the death of the heavy worker by pushing them."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I prevent the death of the three railroad workers."}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "I suppress the baby's crying"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "50"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers do not hear the baby crying"}, "links": [{"link": {"kind": "utility", "value": "50"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "50"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers do not find the refugees hiding in the cellar"}, "links": [{"link": {"kind": "utility", "value": "100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "I and the other refugees are not killed by the soldiers"}, "links": [{"link": {"kind": "utility", "value": "80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-90"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "80"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The baby suffers from lack of air"}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The baby experiences distress or harm due to suffocation"}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "I experience emotional distress from harming the baby"}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "10 neighbors"}]}
+{"node": {"kind": "event", "label": "The heavy worker falls from the bridge onto the tracks."}, "links": [{"link": {"kind": "utility", "value": "-10"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker standing on the bridge"}]}
+{"node": {"kind": "event", "label": "The heavy worker dies from the collision with the speed-train."}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker standing on the bridge"}]}
+{"node": {"kind": "event", "label": "The speed-train stops before reaching the three railroad workers."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker standing on the bridge"}]}
+{"node": {"kind": "event", "label": "The three railroad workers survive and avoid being run over by the speed-train."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker standing on the bridge"}]}
+{"node": {"kind": "event", "label": "I cause the death of the heavy worker by pushing them."}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker standing on the bridge"}]}
+{"node": {"kind": "event", "label": "I prevent the death of the three railroad workers."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker standing on the bridge"}]}
 {"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_10_choice_2.html b/annotated_outputs/nie/nie_scenarios_10_choice_2.html
index 5abacf85..142af4af 100644
--- a/annotated_outputs/nie/nie_scenarios_10_choice_2.html
+++ b/annotated_outputs/nie/nie_scenarios_10_choice_2.html
@@ -3,8 +3,8 @@
 <script type='text/javascript'src='https://unpkg.com/vis-network/standalone/umd/vis-network.min.js'></script>    
 <style type='text/css'>      
  #mynetwork {        
-		width: 1080px;         
-		height: 1080px;         
+		width: 960px;         
+		height: 960px;         
 		border: 1px solid lightgray;       
 	 }   
 	 </style>
@@ -60,39 +60,33 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "my baby", color: {background: '#279aba'}},
-		{id: 3, label: "10 neighbors", color: {background: '#279aba'}},
-		{id: 4, label: "let the baby cry", color: {background: '#ba2769'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "three railroad workers maintaining the\n tracks", color: {background: '#279aba'}},
+		{id: 3, label: "one heavy worker standing on\n the bridge", color: {background: '#279aba'}},
+		{id: 4, label: "not push the worker from\n the bridge", color: {background: '#ba2769'}},
 		{id: 5, label: "value", color: {background: '#8e7db5'}},
-		{id: 6, label: "The soldiers hear the baby's\n crying.", color: {background: '#e6c440'}},
-		{id: 7, label: "The soldiers find the hiding\n place in the cellar.", color: {background: '#e6c440'}},
-		{id: 8, label: "The soldiers spare the baby's\n life.", color: {background: '#e6c440'}},
-		{id: 9, label: "The soldiers kill me.", color: {background: '#e6c440'}}
+		{id: 6, label: "The three railroad workers are\n killed by the speed-train.", color: {background: '#e6c440'}},
+		{id: 7, label: "The heavy worker on the\n bridge remains unharmed.", color: {background: '#e6c440'}},
+		{id: 8, label: "I do not cause direct\n harm to the heavy worker.", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
 		{from: 1, to: 4, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 6, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 8, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 9, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 4, to: 5, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 6, label: "C-I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 7, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 8, label: "C-I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 5, label: "100", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 6, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 4, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 1, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 1, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 2, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 1, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
 
 	return ([edges,nodes])
diff --git a/annotated_outputs/nie/nie_scenarios_10_choice_2.json b/annotated_outputs/nie/nie_scenarios_10_choice_2.json
index 8c548cb5..9c467e8a 100644
--- a/annotated_outputs/nie/nie_scenarios_10_choice_2.json
+++ b/annotated_outputs/nie/nie_scenarios_10_choice_2.json
@@ -1,10 +1,9 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "let the baby cry"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The soldiers hear the baby's crying."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The soldiers find the hiding place in the cellar."}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "The soldiers spare the baby's life."}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "The soldiers kill me."}]}
-{"node": {"kind": "being", "label": "my baby"}, "links": []}
-{"node": {"kind": "being", "label": "10 neighbors"}, "links": []}
-{"node": {"kind": "action_choice", "label": "let the baby cry"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers hear the baby's crying."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers find the hiding place in the cellar."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers spare the baby's life."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers kill me."}]}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "not push the worker from the bridge"}, {"link": {"kind": "b_link", "value": "C-I-K+"}, "to_node": "The three railroad workers are killed by the speed-train."}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "The heavy worker on the bridge remains unharmed."}, {"link": {"kind": "b_link", "value": "C-I-K+"}, "to_node": "I do not cause direct harm to the heavy worker."}]}
+{"node": {"kind": "being", "label": "three railroad workers maintaining the tracks"}, "links": []}
+{"node": {"kind": "being", "label": "one heavy worker standing on the bridge"}, "links": []}
+{"node": {"kind": "action_choice", "label": "not push the worker from the bridge"}, "links": [{"link": {"kind": "v-link", "value": "100"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The three railroad workers are killed by the speed-train."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The heavy worker on the bridge remains unharmed."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I do not cause direct harm to the heavy worker."}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "The soldiers hear the baby's crying."}, "links": [{"link": {"kind": "utility", "value": "-100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers find the hiding place in the cellar."}, "links": [{"link": {"kind": "utility", "value": "-100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "50"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers spare the baby's life."}, "links": [{"link": {"kind": "utility", "value": "-100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers kill me."}, "links": [{"link": {"kind": "utility", "value": "-100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "10 neighbors"}]}
+{"node": {"kind": "event", "label": "The three railroad workers are killed by the speed-train."}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "one heavy worker standing on the bridge"}]}
+{"node": {"kind": "event", "label": "The heavy worker on the bridge remains unharmed."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "one heavy worker standing on the bridge"}]}
+{"node": {"kind": "event", "label": "I do not cause direct harm to the heavy worker."}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "one heavy worker standing on the bridge"}]}
 {"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_11_choice_1.html b/annotated_outputs/nie/nie_scenarios_11_choice_1.html
index 823b9d41..a90ec653 100644
--- a/annotated_outputs/nie/nie_scenarios_11_choice_1.html
+++ b/annotated_outputs/nie/nie_scenarios_11_choice_1.html
@@ -3,8 +3,8 @@
 <script type='text/javascript'src='https://unpkg.com/vis-network/standalone/umd/vis-network.min.js'></script>    
 <style type='text/css'>      
  #mynetwork {        
-		width: 1080px;         
-		height: 1080px;         
+		width: 1320px;         
+		height: 1320px;         
 		border: 1px solid lightgray;       
 	 }   
 	 </style>
@@ -60,39 +60,51 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "my baby", color: {background: '#279aba'}},
-		{id: 3, label: "10 neighbors", color: {background: '#279aba'}},
-		{id: 4, label: "activate the noisy boiler to\n cushion the crying and asphyxiate\n the baby", color: {background: '#ba2769'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "three railroad workers maintaining the\n tracks", color: {background: '#279aba'}},
+		{id: 3, label: "one heavy worker on top\n of the bridge", color: {background: '#279aba'}},
+		{id: 4, label: "push the button", color: {background: '#ba2769'}},
 		{id: 5, label: "value", color: {background: '#8e7db5'}},
-		{id: 6, label: "The baby's crying is muffled\n by the noisy boiler", color: {background: '#e6c440'}},
-		{id: 7, label: "The baby is asphyxiated and\n dies", color: {background: '#e6c440'}},
-		{id: 8, label: "The soldiers do not hear\n the baby's crying", color: {background: '#e6c440'}},
-		{id: 9, label: "I and the other refugees\n survive the soldiers' search", color: {background: '#e6c440'}}
+		{id: 6, label: "The heavy worker on the\n bridge falls onto the tracks.", color: {background: '#e6c440'}},
+		{id: 7, label: "The speed-train collides with the\n heavy worker.", color: {background: '#e6c440'}},
+		{id: 8, label: "The heavy worker loses their\n life due to the collision.", color: {background: '#e6c440'}},
+		{id: 9, label: "The speed-train is stopped before\n reaching the three railroad workers.", color: {background: '#e6c440'}},
+		{id: 10, label: "The three railroad workers are\n not run over by the\n speed-train.", color: {background: '#e6c440'}},
+		{id: 11, label: "The three railroad workers survive\n the incident.", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
 		{from: 1, to: 4, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 6, label: "C+I+K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 6, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 8, label: "C+I-K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 8, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 9, label: "C+I+K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 4, to: 5, label: "-100", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 10, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 11, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 5, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 6, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 1, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 3, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "90", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 3, label: "90", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 10, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 11, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 1, label: "-10", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 1, label: "-10", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 2, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 11, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 11, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 11, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
 
 	return ([edges,nodes])
diff --git a/annotated_outputs/nie/nie_scenarios_11_choice_1.json b/annotated_outputs/nie/nie_scenarios_11_choice_1.json
index 82f53a3e..baa44e15 100644
--- a/annotated_outputs/nie/nie_scenarios_11_choice_1.json
+++ b/annotated_outputs/nie/nie_scenarios_11_choice_1.json
@@ -1,10 +1,12 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "activate the noisy boiler to cushion the crying and asphyxiate the baby"}, {"link": {"kind": "b_link", "value": "C+I+K-"}, "to_node": "The baby's crying is muffled by the noisy boiler"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The baby is asphyxiated and dies"}, {"link": {"kind": "b_link", "value": "C+I-K-"}, "to_node": "The soldiers do not hear the baby's crying"}, {"link": {"kind": "b_link", "value": "C+I+K-"}, "to_node": "I and the other refugees survive the soldiers' search"}]}
-{"node": {"kind": "being", "label": "my baby"}, "links": []}
-{"node": {"kind": "being", "label": "10 neighbors"}, "links": []}
-{"node": {"kind": "action_choice", "label": "activate the noisy boiler to cushion the crying and asphyxiate the baby"}, "links": [{"link": {"kind": "v-link", "value": "-100"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The baby's crying is muffled by the noisy boiler"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The baby is asphyxiated and dies"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers do not hear the baby's crying"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I and the other refugees survive the soldiers' search"}]}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "push the button"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The heavy worker on the bridge falls onto the tracks."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The speed-train collides with the heavy worker."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The heavy worker loses their life due to the collision."}, {"link": {"kind": "b_link", "value": "C+I+K-"}, "to_node": "The speed-train is stopped before reaching the three railroad workers."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The three railroad workers are not run over by the speed-train."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The three railroad workers survive the incident."}]}
+{"node": {"kind": "being", "label": "three railroad workers maintaining the tracks"}, "links": []}
+{"node": {"kind": "being", "label": "one heavy worker on top of the bridge"}, "links": []}
+{"node": {"kind": "action_choice", "label": "push the button"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The heavy worker on the bridge falls onto the tracks."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The speed-train collides with the heavy worker."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The heavy worker loses their life due to the collision."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The speed-train is stopped before reaching the three railroad workers."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The three railroad workers are not run over by the speed-train."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The three railroad workers survive the incident."}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "The baby's crying is muffled by the noisy boiler"}, "links": [{"link": {"kind": "utility", "value": "50"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "50"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The baby is asphyxiated and dies"}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers do not hear the baby's crying"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "I and the other refugees survive the soldiers' search"}, "links": [{"link": {"kind": "utility", "value": "90"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "90"}, "to_node": "10 neighbors"}]}
+{"node": {"kind": "event", "label": "The heavy worker on the bridge falls onto the tracks."}, "links": [{"link": {"kind": "utility", "value": "-10"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker on top of the bridge"}]}
+{"node": {"kind": "event", "label": "The speed-train collides with the heavy worker."}, "links": [{"link": {"kind": "utility", "value": "-10"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "50"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker on top of the bridge"}]}
+{"node": {"kind": "event", "label": "The heavy worker loses their life due to the collision."}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker on top of the bridge"}]}
+{"node": {"kind": "event", "label": "The speed-train is stopped before reaching the three railroad workers."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker on top of the bridge"}]}
+{"node": {"kind": "event", "label": "The three railroad workers are not run over by the speed-train."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker on top of the bridge"}]}
+{"node": {"kind": "event", "label": "The three railroad workers survive the incident."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one heavy worker on top of the bridge"}]}
 {"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_11_choice_2.html b/annotated_outputs/nie/nie_scenarios_11_choice_2.html
index c231e482..42b3133f 100644
--- a/annotated_outputs/nie/nie_scenarios_11_choice_2.html
+++ b/annotated_outputs/nie/nie_scenarios_11_choice_2.html
@@ -3,8 +3,8 @@
 <script type='text/javascript'src='https://unpkg.com/vis-network/standalone/umd/vis-network.min.js'></script>    
 <style type='text/css'>      
  #mynetwork {        
-		width: 1080px;         
-		height: 1080px;         
+		width: 960px;         
+		height: 960px;         
 		border: 1px solid lightgray;       
 	 }   
 	 </style>
@@ -60,39 +60,33 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "my baby", color: {background: '#279aba'}},
-		{id: 3, label: "10 neighbors", color: {background: '#279aba'}},
-		{id: 4, label: "let the baby cry", color: {background: '#ba2769'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "three railroad workers maintaining the\n tracks", color: {background: '#279aba'}},
+		{id: 3, label: "one heavy worker on top\n of the bridge", color: {background: '#279aba'}},
+		{id: 4, label: "not push the button", color: {background: '#ba2769'}},
 		{id: 5, label: "value", color: {background: '#8e7db5'}},
-		{id: 6, label: "The soldiers hear the baby's\n crying.", color: {background: '#e6c440'}},
-		{id: 7, label: "The soldiers find the hiding\n place in the cellar.", color: {background: '#e6c440'}},
-		{id: 8, label: "The soldiers spare the baby's\n life.", color: {background: '#e6c440'}},
-		{id: 9, label: "The soldiers kill me.", color: {background: '#e6c440'}}
+		{id: 6, label: "The unmanned speed-train collides with\n the three railroad workers.", color: {background: '#e6c440'}},
+		{id: 7, label: "The heavy worker on top\n of the bridge remains safe\n and unharmed.", color: {background: '#e6c440'}},
+		{id: 8, label: "The speed-train continues uncontrolled after\n hitting the workers.", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
 		{from: 1, to: 4, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 6, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 6, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 8, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 9, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 5, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 6, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 4, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 1, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 1, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 1, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
 
 	return ([edges,nodes])
diff --git a/annotated_outputs/nie/nie_scenarios_11_choice_2.json b/annotated_outputs/nie/nie_scenarios_11_choice_2.json
index 12aa95d6..920237fd 100644
--- a/annotated_outputs/nie/nie_scenarios_11_choice_2.json
+++ b/annotated_outputs/nie/nie_scenarios_11_choice_2.json
@@ -1,10 +1,9 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "let the baby cry"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The soldiers hear the baby's crying."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The soldiers find the hiding place in the cellar."}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "The soldiers spare the baby's life."}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "The soldiers kill me."}]}
-{"node": {"kind": "being", "label": "my baby"}, "links": []}
-{"node": {"kind": "being", "label": "10 neighbors"}, "links": []}
-{"node": {"kind": "action_choice", "label": "let the baby cry"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers hear the baby's crying."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers find the hiding place in the cellar."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers spare the baby's life."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The soldiers kill me."}]}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "not push the button"}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "The unmanned speed-train collides with the three railroad workers."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The heavy worker on top of the bridge remains safe and unharmed."}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "The speed-train continues uncontrolled after hitting the workers."}]}
+{"node": {"kind": "being", "label": "three railroad workers maintaining the tracks"}, "links": []}
+{"node": {"kind": "being", "label": "one heavy worker on top of the bridge"}, "links": []}
+{"node": {"kind": "action_choice", "label": "not push the button"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The unmanned speed-train collides with the three railroad workers."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The heavy worker on top of the bridge remains safe and unharmed."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The speed-train continues uncontrolled after hitting the workers."}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "The soldiers hear the baby's crying."}, "links": [{"link": {"kind": "utility", "value": "-100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers find the hiding place in the cellar."}, "links": [{"link": {"kind": "utility", "value": "-100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers spare the baby's life."}, "links": [{"link": {"kind": "utility", "value": "-100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "10 neighbors"}]}
-{"node": {"kind": "event", "label": "The soldiers kill me."}, "links": [{"link": {"kind": "utility", "value": "-100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my baby"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "10 neighbors"}]}
+{"node": {"kind": "event", "label": "The unmanned speed-train collides with the three railroad workers."}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "one heavy worker on top of the bridge"}]}
+{"node": {"kind": "event", "label": "The heavy worker on top of the bridge remains safe and unharmed."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "one heavy worker on top of the bridge"}]}
+{"node": {"kind": "event", "label": "The speed-train continues uncontrolled after hitting the workers."}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "three railroad workers maintaining the tracks"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "one heavy worker on top of the bridge"}]}
 {"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_12_choice_1.html b/annotated_outputs/nie/nie_scenarios_12_choice_1.html
index bb93f4a3..c8b2bb19 100644
--- a/annotated_outputs/nie/nie_scenarios_12_choice_1.html
+++ b/annotated_outputs/nie/nie_scenarios_12_choice_1.html
@@ -3,8 +3,8 @@
 <script type='text/javascript'src='https://unpkg.com/vis-network/standalone/umd/vis-network.min.js'></script>    
 <style type='text/css'>      
  #mynetwork {        
-		width: 1320px;         
-		height: 1320px;         
+		width: 1200px;         
+		height: 1200px;         
 		border: 1px solid lightgray;       
 	 }   
 	 </style>
@@ -60,51 +60,44 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "person 1 on main track", color: {background: '#279aba'}},
-		{id: 3, label: "person 2 on main track", color: {background: '#279aba'}},
-		{id: 4, label: "person on side track", color: {background: '#279aba'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "person 1 on the main\n track", color: {background: '#279aba'}},
+		{id: 3, label: "person 2 on the main\n track", color: {background: '#279aba'}},
+		{id: 4, label: "person on the side track", color: {background: '#279aba'}},
 		{id: 5, label: "throw the switch", color: {background: '#ba2769'}},
 		{id: 6, label: "value", color: {background: '#8e7db5'}},
-		{id: 7, label: "I throw the switch.", color: {background: '#e6c440'}},
-		{id: 8, label: "The trolley moves onto the\n side track", color: {background: '#e6c440'}},
-		{id: 9, label: "One person on the side\n track is killed by the\n trolley", color: {background: '#e6c440'}},
-		{id: 10, label: "The two people on the\n main track are not killed\n by the trolley", color: {background: '#e6c440'}},
-		{id: 11, label: "I cause the death of\n one person.", color: {background: '#e6c440'}}
+		{id: 7, label: "The trolley changes tracks", color: {background: '#e6c440'}},
+		{id: 8, label: "One person is killed on\n the side track", color: {background: '#e6c440'}},
+		{id: 9, label: "Two people are spared on\n the main track", color: {background: '#e6c440'}},
+		{id: 10, label: "I experience moral or emotional\n consequences from the decision", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
-		{from: 1, to: 5, label: "C+D+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 5, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 8, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 9, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 10, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 11, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 9, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 10, label: "C+I-K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 6, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 10, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 11, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 1, label: "-20", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 4, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 4, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "-30", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 1, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 4, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 1, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 4, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 11, to: 1, label: "-30", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 11, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 11, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 11, to: 4, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 1, label: "-70", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 4, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
 
 	return ([edges,nodes])
diff --git a/annotated_outputs/nie/nie_scenarios_12_choice_1.json b/annotated_outputs/nie/nie_scenarios_12_choice_1.json
index 75934c29..13b82c65 100644
--- a/annotated_outputs/nie/nie_scenarios_12_choice_1.json
+++ b/annotated_outputs/nie/nie_scenarios_12_choice_1.json
@@ -1,11 +1,11 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+D+K+"}, "to_node": "throw the switch"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I throw the switch."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The trolley moves onto the side track"}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "One person on the side track is killed by the trolley"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The two people on the main track are not killed by the trolley"}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "I cause the death of one person."}]}
-{"node": {"kind": "being", "label": "person 1 on main track"}, "links": []}
-{"node": {"kind": "being", "label": "person 2 on main track"}, "links": []}
-{"node": {"kind": "being", "label": "person on side track"}, "links": []}
-{"node": {"kind": "action_choice", "label": "throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I throw the switch."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley moves onto the side track"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "One person on the side track is killed by the trolley"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The two people on the main track are not killed by the trolley"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I cause the death of one person."}]}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "throw the switch"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The trolley changes tracks"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "One person is killed on the side track"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "Two people are spared on the main track"}, {"link": {"kind": "b_link", "value": "C+I-K-"}, "to_node": "I experience moral or emotional consequences from the decision"}]}
+{"node": {"kind": "being", "label": "person 1 on the main track"}, "links": []}
+{"node": {"kind": "being", "label": "person 2 on the main track"}, "links": []}
+{"node": {"kind": "being", "label": "person on the side track"}, "links": []}
+{"node": {"kind": "action_choice", "label": "throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley changes tracks"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "One person is killed on the side track"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "Two people are spared on the main track"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I experience moral or emotional consequences from the decision"}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "I throw the switch."}, "links": [{"link": {"kind": "utility", "value": "-20"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person on side track"}]}
-{"node": {"kind": "event", "label": "The trolley moves onto the side track"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person on side track"}]}
-{"node": {"kind": "event", "label": "One person on the side track is killed by the trolley"}, "links": [{"link": {"kind": "utility", "value": "-30"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person on side track"}]}
-{"node": {"kind": "event", "label": "The two people on the main track are not killed by the trolley"}, "links": [{"link": {"kind": "utility", "value": "100"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person on side track"}]}
-{"node": {"kind": "event", "label": "I cause the death of one person."}, "links": [{"link": {"kind": "utility", "value": "-30"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person on side track"}]}
+{"node": {"kind": "event", "label": "The trolley changes tracks"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person on the side track"}]}
+{"node": {"kind": "event", "label": "One person is killed on the side track"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1 on the main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person on the side track"}]}
+{"node": {"kind": "event", "label": "Two people are spared on the main track"}, "links": [{"link": {"kind": "utility", "value": "50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1 on the main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person on the side track"}]}
+{"node": {"kind": "event", "label": "I experience moral or emotional consequences from the decision"}, "links": [{"link": {"kind": "utility", "value": "-70"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person 1 on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person 2 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person on the side track"}]}
+{"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_12_choice_2.html b/annotated_outputs/nie/nie_scenarios_12_choice_2.html
index d7c7a08d..ce89625d 100644
--- a/annotated_outputs/nie/nie_scenarios_12_choice_2.html
+++ b/annotated_outputs/nie/nie_scenarios_12_choice_2.html
@@ -60,41 +60,41 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "person 1 on main track", color: {background: '#279aba'}},
-		{id: 3, label: "person 2 on main track", color: {background: '#279aba'}},
-		{id: 4, label: "person on side track", color: {background: '#279aba'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "person 1 on the main\n track", color: {background: '#279aba'}},
+		{id: 3, label: "person 2 on the main\n track", color: {background: '#279aba'}},
+		{id: 4, label: "person on the side track", color: {background: '#279aba'}},
 		{id: 5, label: "not throw the switch", color: {background: '#ba2769'}},
 		{id: 6, label: "value", color: {background: '#8e7db5'}},
-		{id: 7, label: "The trolley runs over and\n kills two people", color: {background: '#e6c440'}},
-		{id: 8, label: "I do not intervene in\n the trolley's path.", color: {background: '#e6c440'}},
+		{id: 7, label: "The trolley continues on the\n main track", color: {background: '#e6c440'}},
+		{id: 8, label: "Two people are killed by\n the trolley", color: {background: '#e6c440'}},
 		{id: 9, label: "One person on the side\n track is not harmed", color: {background: '#e6c440'}},
-		{id: 10, label: "I witness the deaths of\n two people.", color: {background: '#e6c440'}}
+		{id: 10, label: "I do not intervene in\n the trolley's path", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
-		{from: 1, to: 5, label: "C+D+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 7, label: "C-I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 8, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 9, label: "C+I-K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 10, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 5, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 8, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 9, label: "C-I-K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 10, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 6, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 5, to: 10, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 1, label: "-20", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 4, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 4, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 4, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 1, label: "-60", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 4, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 1, label: "-10", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 10, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 10, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 10, to: 4, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
diff --git a/annotated_outputs/nie/nie_scenarios_12_choice_2.json b/annotated_outputs/nie/nie_scenarios_12_choice_2.json
index d5b97ab7..8da3242a 100644
--- a/annotated_outputs/nie/nie_scenarios_12_choice_2.json
+++ b/annotated_outputs/nie/nie_scenarios_12_choice_2.json
@@ -1,10 +1,11 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+D+K+"}, "to_node": "not throw the switch"}, {"link": {"kind": "b_link", "value": "C-I-K+"}, "to_node": "The trolley runs over and kills two people"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I do not intervene in the trolley's path."}, {"link": {"kind": "b_link", "value": "C+I-K-"}, "to_node": "One person on the side track is not harmed"}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "I witness the deaths of two people."}]}
-{"node": {"kind": "being", "label": "person 1 on main track"}, "links": []}
-{"node": {"kind": "being", "label": "person 2 on main track"}, "links": []}
-{"node": {"kind": "being", "label": "person on side track"}, "links": []}
-{"node": {"kind": "action_choice", "label": "not throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley runs over and kills two people"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I do not intervene in the trolley's path."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "One person on the side track is not harmed"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I witness the deaths of two people."}]}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "not throw the switch"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The trolley continues on the main track"}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "Two people are killed by the trolley"}, {"link": {"kind": "b_link", "value": "C-I-K-"}, "to_node": "One person on the side track is not harmed"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I do not intervene in the trolley's path"}]}
+{"node": {"kind": "being", "label": "person 1 on the main track"}, "links": []}
+{"node": {"kind": "being", "label": "person 2 on the main track"}, "links": []}
+{"node": {"kind": "being", "label": "person on the side track"}, "links": []}
+{"node": {"kind": "action_choice", "label": "not throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley continues on the main track"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "Two people are killed by the trolley"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "One person on the side track is not harmed"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I do not intervene in the trolley's path"}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "The trolley runs over and kills two people"}, "links": [{"link": {"kind": "utility", "value": "-20"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person on side track"}]}
-{"node": {"kind": "event", "label": "I do not intervene in the trolley's path."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person on side track"}]}
-{"node": {"kind": "event", "label": "One person on the side track is not harmed"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person on side track"}]}
-{"node": {"kind": "event", "label": "I witness the deaths of two people."}, "links": [{"link": {"kind": "utility", "value": "-60"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person on side track"}]}
+{"node": {"kind": "event", "label": "The trolley continues on the main track"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person on the side track"}]}
+{"node": {"kind": "event", "label": "Two people are killed by the trolley"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person on the side track"}]}
+{"node": {"kind": "event", "label": "One person on the side track is not harmed"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person on the side track"}]}
+{"node": {"kind": "event", "label": "I do not intervene in the trolley's path"}, "links": [{"link": {"kind": "utility", "value": "-10"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1 on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2 on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "person on the side track"}]}
+{"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_13_choice_1.html b/annotated_outputs/nie/nie_scenarios_13_choice_1.html
index e5f23a50..aa36eda1 100644
--- a/annotated_outputs/nie/nie_scenarios_13_choice_1.html
+++ b/annotated_outputs/nie/nie_scenarios_13_choice_1.html
@@ -60,37 +60,37 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "the one person on the\n main track", color: {background: '#279aba'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "one person on the main\n track", color: {background: '#279aba'}},
 		{id: 3, label: "my brother", color: {background: '#279aba'}},
 		{id: 4, label: "throw the switch", color: {background: '#ba2769'}},
 		{id: 5, label: "value", color: {background: '#8e7db5'}},
-		{id: 6, label: "My brother is killed by\n the trolley.", color: {background: '#e6c440'}},
-		{id: 7, label: "I am directly responsible for\n the death of my brother.", color: {background: '#e6c440'}},
-		{id: 8, label: "My brother experiences harm and\n death.", color: {background: '#e6c440'}},
-		{id: 9, label: "The one person on the\n main track is spared from\n harm and death", color: {background: '#e6c440'}}
+		{id: 6, label: "The trolley kills my brother", color: {background: '#e6c440'}},
+		{id: 7, label: "The trolley does not kill\n the one person on the\n main track", color: {background: '#e6c440'}},
+		{id: 8, label: "I experience emotional distress from\n causing my brother's death.", color: {background: '#e6c440'}},
+		{id: 9, label: "I prevent the death of\n the one person on the\n main track", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
-		{from: 1, to: 4, label: "C+D+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 4, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 6, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 7, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 8, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 8, label: "C+I-K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 9, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 5, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 6, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 6, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 2, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 6, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
diff --git a/annotated_outputs/nie/nie_scenarios_13_choice_1.json b/annotated_outputs/nie/nie_scenarios_13_choice_1.json
index 8f9a7e1d..d95e5423 100644
--- a/annotated_outputs/nie/nie_scenarios_13_choice_1.json
+++ b/annotated_outputs/nie/nie_scenarios_13_choice_1.json
@@ -1,9 +1,10 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+D+K+"}, "to_node": "throw the switch"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "My brother is killed by the trolley."}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "I am directly responsible for the death of my brother."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "My brother experiences harm and death."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The one person on the main track is spared from harm and death"}]}
-{"node": {"kind": "being", "label": "the one person on the main track"}, "links": []}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "throw the switch"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The trolley kills my brother"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The trolley does not kill the one person on the main track"}, {"link": {"kind": "b_link", "value": "C+I-K-"}, "to_node": "I experience emotional distress from causing my brother's death."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I prevent the death of the one person on the main track"}]}
+{"node": {"kind": "being", "label": "one person on the main track"}, "links": []}
 {"node": {"kind": "being", "label": "my brother"}, "links": []}
-{"node": {"kind": "action_choice", "label": "throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "My brother is killed by the trolley."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I am directly responsible for the death of my brother."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "My brother experiences harm and death."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The one person on the main track is spared from harm and death"}]}
+{"node": {"kind": "action_choice", "label": "throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley kills my brother"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley does not kill the one person on the main track"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I experience emotional distress from causing my brother's death."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I prevent the death of the one person on the main track"}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "My brother is killed by the trolley."}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
-{"node": {"kind": "event", "label": "I am directly responsible for the death of my brother."}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
-{"node": {"kind": "event", "label": "My brother experiences harm and death."}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
-{"node": {"kind": "event", "label": "The one person on the main track is spared from harm and death"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
+{"node": {"kind": "event", "label": "The trolley kills my brother"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "50"}, "to_node": "one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
+{"node": {"kind": "event", "label": "The trolley does not kill the one person on the main track"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
+{"node": {"kind": "event", "label": "I experience emotional distress from causing my brother's death."}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
+{"node": {"kind": "event", "label": "I prevent the death of the one person on the main track"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
+{"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_13_choice_2.html b/annotated_outputs/nie/nie_scenarios_13_choice_2.html
index cb21c848..ac73c938 100644
--- a/annotated_outputs/nie/nie_scenarios_13_choice_2.html
+++ b/annotated_outputs/nie/nie_scenarios_13_choice_2.html
@@ -3,8 +3,8 @@
 <script type='text/javascript'src='https://unpkg.com/vis-network/standalone/umd/vis-network.min.js'></script>    
 <style type='text/css'>      
  #mynetwork {        
-		width: 1200px;         
-		height: 1200px;         
+		width: 1080px;         
+		height: 1080px;         
 		border: 1px solid lightgray;       
 	 }   
 	 </style>
@@ -60,45 +60,39 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "the one person on the\n main track", color: {background: '#279aba'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "one person on the main\n track", color: {background: '#279aba'}},
 		{id: 3, label: "my brother", color: {background: '#279aba'}},
 		{id: 4, label: "not throw the switch", color: {background: '#ba2769'}},
 		{id: 5, label: "value", color: {background: '#8e7db5'}},
 		{id: 6, label: "The trolley kills one person\n on the main track", color: {background: '#e6c440'}},
-		{id: 7, label: "My brother remains unharmed.", color: {background: '#e6c440'}},
-		{id: 8, label: "I do not intervene in\n the trolley's path.", color: {background: '#e6c440'}},
-		{id: 9, label: "I avoid direct responsibility for\n my brother's death.", color: {background: '#e6c440'}},
-		{id: 10, label: "The person on the main\n track dies", color: {background: '#e6c440'}}
+		{id: 7, label: "My brother is not harmed", color: {background: '#e6c440'}},
+		{id: 8, label: "I experience emotional distress from\n witnessing the event", color: {background: '#e6c440'}},
+		{id: 9, label: "The one person on the\n main track dies", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
-		{from: 1, to: 4, label: "C+D+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 4, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 6, label: "C-I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 7, label: "C-I+K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 8, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 9, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 10, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 7, label: "C-I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 8, label: "C+I-K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 9, label: "C-I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 5, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 6, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 4, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 4, to: 10, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 6, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 6, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 6, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 1, label: "-20", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "20", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
 
 	return ([edges,nodes])
diff --git a/annotated_outputs/nie/nie_scenarios_13_choice_2.json b/annotated_outputs/nie/nie_scenarios_13_choice_2.json
index 75e3e568..1b40d014 100644
--- a/annotated_outputs/nie/nie_scenarios_13_choice_2.json
+++ b/annotated_outputs/nie/nie_scenarios_13_choice_2.json
@@ -1,10 +1,10 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+D+K+"}, "to_node": "not throw the switch"}, {"link": {"kind": "b_link", "value": "C-I-K+"}, "to_node": "The trolley kills one person on the main track"}, {"link": {"kind": "b_link", "value": "C-I+K-"}, "to_node": "My brother remains unharmed."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I do not intervene in the trolley's path."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I avoid direct responsibility for my brother's death."}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "The person on the main track dies"}]}
-{"node": {"kind": "being", "label": "the one person on the main track"}, "links": []}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "not throw the switch"}, {"link": {"kind": "b_link", "value": "C-I-K+"}, "to_node": "The trolley kills one person on the main track"}, {"link": {"kind": "b_link", "value": "C-I+K+"}, "to_node": "My brother is not harmed"}, {"link": {"kind": "b_link", "value": "C+I-K-"}, "to_node": "I experience emotional distress from witnessing the event"}, {"link": {"kind": "b_link", "value": "C-I-K+"}, "to_node": "The one person on the main track dies"}]}
+{"node": {"kind": "being", "label": "one person on the main track"}, "links": []}
 {"node": {"kind": "being", "label": "my brother"}, "links": []}
-{"node": {"kind": "action_choice", "label": "not throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley kills one person on the main track"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "My brother remains unharmed."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I do not intervene in the trolley's path."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I avoid direct responsibility for my brother's death."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The person on the main track dies"}]}
+{"node": {"kind": "action_choice", "label": "not throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley kills one person on the main track"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "My brother is not harmed"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I experience emotional distress from witnessing the event"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The one person on the main track dies"}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "The trolley kills one person on the main track"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my brother"}]}
-{"node": {"kind": "event", "label": "My brother remains unharmed."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my brother"}]}
-{"node": {"kind": "event", "label": "I do not intervene in the trolley's path."}, "links": [{"link": {"kind": "utility", "value": "-20"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my brother"}]}
-{"node": {"kind": "event", "label": "I avoid direct responsibility for my brother's death."}, "links": [{"link": {"kind": "utility", "value": "20"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}]}
-{"node": {"kind": "event", "label": "The person on the main track dies"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "the one person on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my brother"}]}
+{"node": {"kind": "event", "label": "The trolley kills one person on the main track"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one person on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my brother"}]}
+{"node": {"kind": "event", "label": "My brother is not harmed"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one person on the main track"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my brother"}]}
+{"node": {"kind": "event", "label": "I experience emotional distress from witnessing the event"}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "one person on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my brother"}]}
+{"node": {"kind": "event", "label": "The one person on the main track dies"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "one person on the main track"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my brother"}]}
+{"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_14_choice_1.html b/annotated_outputs/nie/nie_scenarios_14_choice_1.html
index 26554cff..0645658c 100644
--- a/annotated_outputs/nie/nie_scenarios_14_choice_1.html
+++ b/annotated_outputs/nie/nie_scenarios_14_choice_1.html
@@ -60,44 +60,45 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
+		{id: 1, label: "i", color: {background: '#279aba'}},
 		{id: 2, label: "my brother", color: {background: '#279aba'}},
-		{id: 3, label: "person 1", color: {background: '#279aba'}},
-		{id: 4, label: "person 2", color: {background: '#279aba'}},
-		{id: 5, label: "throw the switch", color: {background: '#ba2769'}},
-		{id: 6, label: "value", color: {background: '#8e7db5'}},
-		{id: 7, label: "My brother is killed by\n the trolley.", color: {background: '#e6c440'}},
-		{id: 8, label: "The two people on the\n main track are not killed\n by the trolley", color: {background: '#e6c440'}},
-		{id: 9, label: "I am responsible for the\n death of my brother.", color: {background: '#e6c440'}},
-		{id: 10, label: "The two people experience survival", color: {background: '#e6c440'}}
+		{id: 3, label: "two people on the main\n track", color: {background: '#279aba'}},
+		{id: 4, label: "throw the switch", color: {background: '#ba2769'}},
+		{id: 5, label: "value", color: {background: '#8e7db5'}},
+		{id: 6, label: "The trolley changes tracks", color: {background: '#e6c440'}},
+		{id: 7, label: "Two people on the main\n track are saved", color: {background: '#e6c440'}},
+		{id: 8, label: "My brother is killed by\n the trolley", color: {background: '#e6c440'}},
+		{id: 9, label: "I may face moral or\n ethical consequences", color: {background: '#e6c440'}},
+		{id: 10, label: "I may face legal consequences\n for causing my brother's death", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
-		{from: 1, to: 5, label: "C+D+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 7, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 4, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 6, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 1, to: 8, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 9, label: "C+I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 10, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 6, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 10, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 9, label: "C+I-K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 10, label: "C+I+K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 5, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 6, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 10, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 1, label: "-10", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 7, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 4, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 4, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 3, label: "50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 1, label: "-70", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 9, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 4, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 1, label: "-80", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 10, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 3, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 10, to: 4, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 10, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
 
 	return ([edges,nodes])
diff --git a/annotated_outputs/nie/nie_scenarios_14_choice_1.json b/annotated_outputs/nie/nie_scenarios_14_choice_1.json
index 739e91fd..41a266e2 100644
--- a/annotated_outputs/nie/nie_scenarios_14_choice_1.json
+++ b/annotated_outputs/nie/nie_scenarios_14_choice_1.json
@@ -1,10 +1,11 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+D+K+"}, "to_node": "throw the switch"}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "My brother is killed by the trolley."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The two people on the main track are not killed by the trolley"}, {"link": {"kind": "b_link", "value": "C+I-K+"}, "to_node": "I am responsible for the death of my brother."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The two people experience survival"}]}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "throw the switch"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The trolley changes tracks"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "Two people on the main track are saved"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "My brother is killed by the trolley"}, {"link": {"kind": "b_link", "value": "C+I-K-"}, "to_node": "I may face moral or ethical consequences"}, {"link": {"kind": "b_link", "value": "C+I+K-"}, "to_node": "I may face legal consequences for causing my brother's death"}]}
 {"node": {"kind": "being", "label": "my brother"}, "links": []}
-{"node": {"kind": "being", "label": "person 1"}, "links": []}
-{"node": {"kind": "being", "label": "person 2"}, "links": []}
-{"node": {"kind": "action_choice", "label": "throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "My brother is killed by the trolley."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The two people on the main track are not killed by the trolley"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I am responsible for the death of my brother."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The two people experience survival"}]}
+{"node": {"kind": "being", "label": "two people on the main track"}, "links": []}
+{"node": {"kind": "action_choice", "label": "throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley changes tracks"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "Two people on the main track are saved"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "My brother is killed by the trolley"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I may face moral or ethical consequences"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I may face legal consequences for causing my brother's death"}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "My brother is killed by the trolley."}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2"}]}
-{"node": {"kind": "event", "label": "The two people on the main track are not killed by the trolley"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2"}]}
-{"node": {"kind": "event", "label": "I am responsible for the death of my brother."}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2"}]}
-{"node": {"kind": "event", "label": "The two people experience survival"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 1"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "person 2"}]}
+{"node": {"kind": "event", "label": "The trolley changes tracks"}, "links": [{"link": {"kind": "utility", "value": "-10"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "two people on the main track"}]}
+{"node": {"kind": "event", "label": "Two people on the main track are saved"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "two people on the main track"}]}
+{"node": {"kind": "event", "label": "My brother is killed by the trolley"}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "50"}, "to_node": "two people on the main track"}]}
+{"node": {"kind": "event", "label": "I may face moral or ethical consequences"}, "links": [{"link": {"kind": "utility", "value": "-70"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "two people on the main track"}]}
+{"node": {"kind": "event", "label": "I may face legal consequences for causing my brother's death"}, "links": [{"link": {"kind": "utility", "value": "-80"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "two people on the main track"}]}
+{"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/annotated_outputs/nie/nie_scenarios_14_choice_2.html b/annotated_outputs/nie/nie_scenarios_14_choice_2.html
index 4c05f617..f78be472 100644
--- a/annotated_outputs/nie/nie_scenarios_14_choice_2.html
+++ b/annotated_outputs/nie/nie_scenarios_14_choice_2.html
@@ -60,37 +60,39 @@
 }
 function return_vis_dataset() {
 	var nodes = new vis.DataSet([ 
-		{id: 1, label: "I", color: {background: '#279aba'}},
-		{id: 2, label: "my brother", color: {background: '#279aba'}},
-		{id: 3, label: "person 1", color: {background: '#279aba'}},
-		{id: 4, label: "person 2", color: {background: '#279aba'}},
-		{id: 5, label: "not throw the switch", color: {background: '#ba2769'}},
-		{id: 6, label: "value", color: {background: '#8e7db5'}},
-		{id: 7, label: "The trolley runs over and\n kills two people", color: {background: '#e6c440'}},
-		{id: 8, label: "My brother is not harmed\n by the trolley.", color: {background: '#e6c440'}},
-		{id: 9, label: "I do not intervene in\n the trolley's path.", color: {background: '#e6c440'}}
+		{id: 1, label: "i", color: {background: '#279aba'}},
+		{id: 2, label: "brother", color: {background: '#279aba'}},
+		{id: 3, label: "two other people", color: {background: '#279aba'}},
+		{id: 4, label: "not throw the switch", color: {background: '#ba2769'}},
+		{id: 5, label: "value", color: {background: '#8e7db5'}},
+		{id: 6, label: "The trolley continues on the\n main track", color: {background: '#e6c440'}},
+		{id: 7, label: "Two people on the main\n track are killed", color: {background: '#e6c440'}},
+		{id: 8, label: "My brother on the side\n track is not harmed", color: {background: '#e6c440'}},
+		{id: 9, label: "I do not actively cause\n the death of my brother", color: {background: '#e6c440'}}
 		]);
 	var edges = new vis.DataSet([ 
-		{from: 1, to: 5, label: "C+D+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 7, label: "C-I-K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 8, label: "C-I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 1, to: 9, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 6, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 5, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 4, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 6, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 7, label: "C+I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 8, label: "C-I+K-", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 1, to: 9, label: "C-I+K+", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 5, label: "0", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 6, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 7, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 8, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 4, to: 9, label: "", color: {color: '#b518a8', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 6, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 7, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 7, to: 4, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		{from: 8, to: 1, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 8, to: 4, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 1, label: "-20", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 2, label: "100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 3, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
-		{from: 9, to: 4, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 2, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 8, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 1, label: "-50", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 2, label: "-100", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
+		{from: 9, to: 3, label: "0", color: {color: '#62a3a2', highlight: '#f540e6'}, font: { size: 18 }, arrows: { to: { enabled: true, type: 'arrow'}}},
 		]);
 
 	return ([edges,nodes])
diff --git a/annotated_outputs/nie/nie_scenarios_14_choice_2.json b/annotated_outputs/nie/nie_scenarios_14_choice_2.json
index 23a0dfbd..3828214f 100644
--- a/annotated_outputs/nie/nie_scenarios_14_choice_2.json
+++ b/annotated_outputs/nie/nie_scenarios_14_choice_2.json
@@ -1,9 +1,10 @@
-{"node": {"kind": "being", "label": "I"}, "links": [{"link": {"kind": "b-link", "value": "C+D+K+"}, "to_node": "not throw the switch"}, {"link": {"kind": "b_link", "value": "C-I-K+"}, "to_node": "The trolley runs over and kills two people"}, {"link": {"kind": "b_link", "value": "C-I+K+"}, "to_node": "My brother is not harmed by the trolley."}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "I do not intervene in the trolley's path."}]}
-{"node": {"kind": "being", "label": "my brother"}, "links": []}
-{"node": {"kind": "being", "label": "person 1"}, "links": []}
-{"node": {"kind": "being", "label": "person 2"}, "links": []}
-{"node": {"kind": "action_choice", "label": "not throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley runs over and kills two people"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "My brother is not harmed by the trolley."}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I do not intervene in the trolley's path."}]}
+{"node": {"kind": "being", "label": "i"}, "links": [{"link": {"kind": "b-link", "value": "C+I+K+"}, "to_node": "not throw the switch"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "The trolley continues on the main track"}, {"link": {"kind": "b_link", "value": "C+I+K+"}, "to_node": "Two people on the main track are killed"}, {"link": {"kind": "b_link", "value": "C-I+K-"}, "to_node": "My brother on the side track is not harmed"}, {"link": {"kind": "b_link", "value": "C-I+K+"}, "to_node": "I do not actively cause the death of my brother"}]}
+{"node": {"kind": "being", "label": "brother"}, "links": []}
+{"node": {"kind": "being", "label": "two other people"}, "links": []}
+{"node": {"kind": "action_choice", "label": "not throw the switch"}, "links": [{"link": {"kind": "v-link", "value": "0"}, "to_node": "value"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "The trolley continues on the main track"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "Two people on the main track are killed"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "My brother on the side track is not harmed"}, {"link": {"kind": "e_link", "value": ""}, "to_node": "I do not actively cause the death of my brother"}]}
 {"node": {"kind": "value", "label": "value"}, "links": []}
-{"node": {"kind": "event", "label": "The trolley runs over and kills two people"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2"}]}
-{"node": {"kind": "event", "label": "My brother is not harmed by the trolley."}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2"}]}
-{"node": {"kind": "event", "label": "I do not intervene in the trolley's path."}, "links": [{"link": {"kind": "utility", "value": "-20"}, "to_node": "I"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "my brother"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 1"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "person 2"}]}
+{"node": {"kind": "event", "label": "The trolley continues on the main track"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "100"}, "to_node": "brother"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "two other people"}]}
+{"node": {"kind": "event", "label": "Two people on the main track are killed"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "brother"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "two other people"}]}
+{"node": {"kind": "event", "label": "My brother on the side track is not harmed"}, "links": [{"link": {"kind": "utility", "value": "0"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "brother"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "two other people"}]}
+{"node": {"kind": "event", "label": "I do not actively cause the death of my brother"}, "links": [{"link": {"kind": "utility", "value": "-50"}, "to_node": "i"}, {"link": {"kind": "utility", "value": "-100"}, "to_node": "brother"}, {"link": {"kind": "utility", "value": "0"}, "to_node": "two other people"}]}
+{"version": "5b20e2c520f3117263972c2aedade17c4b7e0174"}
diff --git a/run_annotation/nie_3_20_config.yml b/run_annotation/nie_3_20_config.yml
index bb7c195f..5b914f99 100644
--- a/run_annotation/nie_3_20_config.yml
+++ b/run_annotation/nie_3_20_config.yml
@@ -2,5 +2,5 @@ input_path: "scenarios_inputs/nie/"
 input_file: "nie_scenarios.json"
 commit_hash: "5b20e2c520f3117263972c2aedade17c4b7e0174"
 output_path: "annotated_outputs/nie/"
-scenario_ids: [10,11,12,13,14,15,16,17,18,19,20]
+scenario_ids: [15,16,17,18,19,20]
 write_qualtrics: false
diff --git a/run_annotation/run_annotation.py b/run_annotation/run_annotation.py
index 251b223d..5c71b25c 100644
--- a/run_annotation/run_annotation.py
+++ b/run_annotation/run_annotation.py
@@ -42,36 +42,33 @@ def main(config_file: str):
     with open(ROOT_DIR + SCENARIO_DIR + INPUT_FILE, 'r') as file:
         scenarios=json.load(file)
 
-    # print(scenarios[0]['id'])
-    # # create output directory if it doesn't exist
+    # create output directory if it doesn't exist
     if not os.path.exists(OUTPUT_PATH):
         os.makedirs(OUTPUT_PATH)
 
 
     for scenario_id in SCENARIO_IDS:
 
-        #TO DO: identify scenarios by actual ID, not index. 
+        # error handling for assumptions about json entries 
+        scenario_json = None
 
-            # error handling for assumptions about json entries 
-            try:
-                scenario_json = next(s for s in scenarios if s['id'] == scenario_id)
-            except:
-                # print("Check scenario filename or scenario id")
-                raise IndexError('Check scenario id exists in json file!')
-            
-
-            # # generate output file name based on input filename
+        try:
+            scenario_json = next(s for s in scenarios if s['id'] == scenario_id)
+        except:
+            # print("Check scenario filename or scenario id")
+            raise IndexError('Check scenario id exists in json file!')
+    
+        if scenario_json:  
+            # generate output file name based on input filename
             output_filename = ROOT_DIR + OUTPUT_PATH + INPUT_FILE.split('.json')[0] + '_' + str(scenario_id)
 
-
             #run annotation
             for act_id in scenario_json['options'].keys():         
-            
-                 # run the annotation process
+                # run the annotation process
                 json_filename = annotate_scenario.main(scenario_json,output_filename,act_id,COMMIT_HASH,WRITE_QUALTRICS)  
                 print(f'Annotation saved to {json_filename}\n\n')
 
-                 # run the translation to vis process
+                # run the translation to vis process
                 translate_to_vis.main(json_filename)
 
         
diff --git a/src/utils.py b/src/utils.py
index ddeb145f..6e04846f 100644
--- a/src/utils.py
+++ b/src/utils.py
@@ -8,10 +8,14 @@
 from pathlib import Path  # For Windows
 
 # Set some environment and global variables
-NOTEBOOK_DIR = Path().resolve()
-ROOT_DIR = NOTEBOOK_DIR.parent
+SCRIPT_DIR = Path(__file__).parent
+ROOT_DIR = SCRIPT_DIR.parent
 load_dotenv(ROOT_DIR / ".env")
-api_key = os.getenv("OPENAI_API_KEY")
+config = dotenv_values(ROOT_DIR / ".env")
+
+def return_config():
+    """Returns all environment variables from .env file."""
+    return config
 
 def open_scenario(SCENARIO_DIR, FILENAME, SCENARIO_ID, ACT_ID):
     """
@@ -63,7 +67,7 @@ def promptGPT(prompt_message_list, gpt_temperature=0, debug=False):
     gpt_url = "https://api.openai.com/v1/chat/completions"
     gpt_headers = {
         "Content-Type": "application/json",
-        "Authorization": f"Bearer {api_key}"  # Previously: config['OPENAI_API_KEY']
+        "Authorization": config['OPENAI_API_KEY']
     }
     gpt_data = {
             # "model": "gpt-3.5-turbo-1106",