diff --git a/src/assets/wise5/components/dialogGuidance/FeedbackRule.ts b/src/assets/wise5/components/dialogGuidance/FeedbackRule.ts
index 9ea6793a5a2..98a54c4a7ab 100644
--- a/src/assets/wise5/components/dialogGuidance/FeedbackRule.ts
+++ b/src/assets/wise5/components/dialogGuidance/FeedbackRule.ts
@@ -4,6 +4,14 @@ export class FeedbackRule {
   feedback: string | string[];
   static operatorPrecedences = { '!': 2, '&&': 1, '||': 1 };
 
+  constructor(jsonObject: any = {}) {
+    for (const key of Object.keys(jsonObject)) {
+      if (jsonObject[key] != null) {
+        this[key] = jsonObject[key];
+      }
+    }
+  }
+
   static isSecondToLastSubmitRule(feedbackRule: FeedbackRule): boolean {
     return feedbackRule.expression === 'isSecondToLastSubmit';
   }
diff --git a/src/assets/wise5/components/dialogGuidance/dialog-guidance-authoring/dialog-guidance-authoring.component.html b/src/assets/wise5/components/dialogGuidance/dialog-guidance-authoring/dialog-guidance-authoring.component.html
index 060aa5b6274..e3d72c6cce7 100644
--- a/src/assets/wise5/components/dialogGuidance/dialog-guidance-authoring/dialog-guidance-authoring.component.html
+++ b/src/assets/wise5/components/dialogGuidance/dialog-guidance-authoring/dialog-guidance-authoring.component.html
@@ -17,6 +17,8 @@
   <edit-dialog-guidance-computer-avatar *ngIf="authoringComponentContent.isComputerAvatarEnabled"
       [computerAvatarSettings]="authoringComponentContent.computerAvatarSettings">
   </edit-dialog-guidance-computer-avatar>
-  <edit-dialog-guidance-feedback-rules [feedbackRules]="authoringComponentContent.feedbackRules">
+  <edit-dialog-guidance-feedback-rules
+      [feedbackRules]="authoringComponentContent.feedbackRules"
+      [version]="authoringComponentContent.version">
   </edit-dialog-guidance-feedback-rules>
 </div>
diff --git a/src/assets/wise5/components/dialogGuidance/dialogGuidanceService.ts b/src/assets/wise5/components/dialogGuidance/dialogGuidanceService.ts
index 002e45673e3..f68dce40036 100644
--- a/src/assets/wise5/components/dialogGuidance/dialogGuidanceService.ts
+++ b/src/assets/wise5/components/dialogGuidance/dialogGuidanceService.ts
@@ -23,6 +23,7 @@ export class DialogGuidanceService extends ComponentService {
     component.feedbackRules = [];
     component.isComputerAvatarEnabled = false;
     component.computerAvatarSettings = this.getDefaultComputerAvatarSettings();
+    component.version = 2;
     return component;
   }
 
diff --git a/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html b/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html
index 99986ec1559..17060f4729d 100644
--- a/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html
+++ b/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html
@@ -18,20 +18,60 @@ <h5 fxLayout="row" fxLayoutAlign="start center" fxLayoutGap="4px">
             <span class="mat-subheading-2">{{ruleIndex + 1}}</span>
             <mat-icon cdkDragHandle title="Drag to reorder" i18n-title>drag_indicator</mat-icon>
           </div>
-          <div fxLayout="column" fxLayoutAlign="center center" fxLayoutGap="8px" fxFlex>
+          <div fxLayout="column" fxLayoutAlign="center start" fxLayoutGap="8px" fxFlex>
             <mat-form-field class="rule-input form-field-no-hint" appearance="fill">
               <mat-label i18n>Expression</mat-label>
               <input matInput [(ngModel)]="rule.expression" (ngModelChange)='inputChanged.next($event)' />
             </mat-form-field>
-            <mat-form-field class="rule-input form-field-no-hint" appearance="fill">
-              <mat-label i18n>Feedback</mat-label>
-              <textarea matInput
-                  [(ngModel)]="rule.feedback"
-                  (ngModelChange)='inputChanged.next($event)'
-                  i18n-placeholder
-                  cdkTextareaAutosize>
+            <ng-container [ngSwitch]="version">
+              <ng-container *ngSwitchCase="2">
+                <div *ngFor="let feedback of rule.feedback; let feedbackIndex = index; let last = last;
+                      trackBy: customTrackBy"
+                    class="feedback-item"
+                    fxLayout="row"
+                    fxLayoutAlign="start center"
+                    fxLayoutGap="8px">
+                  <mat-form-field class="rule-input form-field-no-hint feedback-input"
+                      appearance="fill">
+                    <mat-label *ngIf="rule.feedback.length === 1" i18n>Feedback</mat-label>
+                    <mat-label *ngIf="rule.feedback.length > 1" i18n>Feedback #{{feedbackIndex + 1}}</mat-label>
+                    <textarea matInput
+                        [(ngModel)]="rule.feedback[feedbackIndex]"
+                        (ngModelChange)='inputChanged.next($event)'
+                        cdkTextareaAutosize>
                     </textarea>
-            </mat-form-field>
+                    <button mat-icon-button
+                        matSuffix
+                        *ngIf="rule.feedback.length > 1"
+                        matTooltip="Delete feedback"
+                        i18n-matTooltip
+                        matTooltipPosition="before"
+                        (click)="deleteFeedbackInRule(rule, feedbackIndex)">
+                      <mat-icon>clear</mat-icon>
+                    </button>
+                  </mat-form-field>
+                  <button *ngIf="last"
+                      mat-icon-button
+                      matTooltip="Add new feedback"
+                      matTooltipPosition="above"
+                      i18n-matTooltip
+                      (click)="addNewFeedbackToRule(rule)"
+                      i18n>
+                    <mat-icon>add_circle</mat-icon>
+                  </button>
+                </div>
+              </ng-container>
+              <ng-container *ngSwitchDefault>
+                <mat-form-field class="rule-input form-field-no-hint" appearance="fill">
+                  <mat-label i18n>Feedback</mat-label>
+                  <textarea matInput
+                      [(ngModel)]="rule.feedback"
+                      (ngModelChange)='inputChanged.next($event)'
+                      cdkTextareaAutosize>
+                  </textarea>
+                </mat-form-field>
+              </ng-container>
+            </ng-container>
           </div>
           <div fxLayout="column" fxLayoutAlign="start center">
             <button mat-icon-button
diff --git a/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.scss b/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.scss
index 92c0b465d46..0ca7a8debdd 100644
--- a/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.scss
+++ b/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.scss
@@ -40,3 +40,11 @@ li {
 .mat-subheading-2 {
   margin: 0;
 }
+
+.feedback-item {
+  width: 100%;
+}
+
+.feedback-input {
+  width: 100%;
+}
\ No newline at end of file
diff --git a/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.spec.ts b/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.spec.ts
index d88a5271749..e277726f647 100644
--- a/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.spec.ts
+++ b/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.spec.ts
@@ -2,30 +2,38 @@ import { ComponentFixture, TestBed } from '@angular/core/testing';
 import { NO_ERRORS_SCHEMA } from '@angular/core';
 import { EditDialogGuidanceFeedbackRulesComponent } from './edit-dialog-guidance-feedback-rules.component';
 import { TeacherProjectService } from '../../../services/teacherProjectService';
+import { UtilService } from '../../../services/utilService';
+import { UpgradeModule } from '@angular/upgrade/static';
+import { FeedbackRule } from '../FeedbackRule';
 
 class MockTeacherProjectService {
   nodeChanged() {}
 }
 
 let component: EditDialogGuidanceFeedbackRulesComponent;
-let nodeChangedSpy;
+const feedbackString1: string = 'you hit idea1';
+const feedbackString2: string = 'you hit idea2';
+let nodeChangedSpy: jasmine.Spy;
+
 describe('EditDialogGuidanceFeedbackRulesComponent', () => {
   let fixture: ComponentFixture<EditDialogGuidanceFeedbackRulesComponent>;
 
   beforeEach(async () => {
     await TestBed.configureTestingModule({
+      imports: [UpgradeModule],
       declarations: [EditDialogGuidanceFeedbackRulesComponent],
-      providers: [{ provide: TeacherProjectService, useClass: MockTeacherProjectService }],
+      providers: [
+        { provide: TeacherProjectService, useClass: MockTeacherProjectService },
+        UtilService
+      ],
       schemas: [NO_ERRORS_SCHEMA]
     }).compileComponents();
-  });
-
-  beforeEach(() => {
     fixture = TestBed.createComponent(EditDialogGuidanceFeedbackRulesComponent);
     component = fixture.componentInstance;
+    component.version = 2;
     component.feedbackRules = [
-      { expression: 'idea1', feedback: 'you hit idea1' },
-      { expression: 'idea2', feedback: 'you hit idea2' }
+      new FeedbackRule({ id: '1111111111', expression: 'idea1', feedback: [feedbackString1] }),
+      new FeedbackRule({ id: '2222222222', expression: 'idea2', feedback: [feedbackString2] })
     ];
     nodeChangedSpy = spyOn(TestBed.inject(TeacherProjectService), 'nodeChanged');
     fixture.detectChanges();
@@ -35,6 +43,8 @@ describe('EditDialogGuidanceFeedbackRulesComponent', () => {
   deleteRule();
   moveUp();
   moveDown();
+  addNewFeedbackToRule();
+  deleteFeedbackInRule();
 });
 
 function addNewRule() {
@@ -50,12 +60,36 @@ function addNewRule() {
       expectFeedbackExpressions(['idea1', 'idea2', '']);
       expect(nodeChangedSpy).toHaveBeenCalled();
     });
+
+    it('should create new rule with feedback version 1', () => {
+      component.version = 1;
+      component.feedbackRules = [];
+      component.addNewRule('beginning');
+      expect(component.feedbackRules.length).toEqual(1);
+      const feedbackRule = component.feedbackRules[0];
+      expect(feedbackRule.expression).toEqual('');
+      expect(feedbackRule.feedback).toEqual('');
+      expect(nodeChangedSpy).toHaveBeenCalled();
+    });
+
+    it('should create new rule with feedback version 2', () => {
+      component.version = 2;
+      component.feedbackRules = [];
+      component.addNewRule('beginning');
+      expect(component.feedbackRules.length).toEqual(1);
+      const feedbackRule = component.feedbackRules[0];
+      expect(typeof feedbackRule.id).toEqual('string');
+      expect(feedbackRule.expression).toEqual('');
+      expect(feedbackRule.feedback).toEqual(['']);
+      expect(nodeChangedSpy).toHaveBeenCalled();
+    });
   });
 }
 
 function deleteRule() {
   describe('deleteRule()', () => {
     it('should delete rule at specified index', () => {
+      spyOn(window, 'confirm').and.returnValue(true);
       component.deleteRule(0);
       expectFeedbackExpressions(['idea2']);
       expect(nodeChangedSpy).toHaveBeenCalled();
@@ -89,3 +123,27 @@ function expectFeedbackExpressions(expectedExpressionsInOrder: string[]): void {
     expect(component.feedbackRules[i].expression).toEqual(expectedExpressionsInOrder[i]);
   }
 }
+
+function addNewFeedbackToRule() {
+  describe('addNewFeedbackToRule', () => {
+    it('should add new feedback to rule', () => {
+      component.addNewFeedbackToRule(component.feedbackRules[0]);
+      expect(component.feedbackRules[0].feedback).toEqual([feedbackString1, '']);
+    });
+  });
+}
+
+function deleteFeedbackInRule() {
+  describe('deleteFeedbackInRule', () => {
+    it('should delete feedback in rule', () => {
+      spyOn(window, 'confirm').and.returnValue(true);
+      const feedbackRule = new FeedbackRule({
+        expression: '',
+        feedback: ['Hello', 'World'],
+        id: '1234567890'
+      });
+      component.deleteFeedbackInRule(feedbackRule, 1);
+      expect(feedbackRule.feedback).toEqual(['Hello']);
+    });
+  });
+}
diff --git a/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.ts b/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.ts
index 63e130216fb..5db6985d90a 100644
--- a/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.ts
+++ b/src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.ts
@@ -3,6 +3,8 @@ import { CdkDragDrop, moveItemInArray } from '@angular/cdk/drag-drop';
 import { Subject, Subscription } from 'rxjs';
 import { debounceTime, distinctUntilChanged } from 'rxjs/operators';
 import { TeacherProjectService } from '../../../services/teacherProjectService';
+import { UtilService } from '../../../services/utilService';
+import { FeedbackRule } from '../FeedbackRule';
 
 @Component({
   selector: 'edit-dialog-guidance-feedback-rules',
@@ -10,11 +12,12 @@ import { TeacherProjectService } from '../../../services/teacherProjectService';
   styleUrls: ['./edit-dialog-guidance-feedback-rules.component.scss']
 })
 export class EditDialogGuidanceFeedbackRulesComponent implements OnInit {
-  @Input() feedbackRules: any = [];
+  @Input() feedbackRules: FeedbackRule[] = [];
   inputChanged: Subject<string> = new Subject<string>();
   subscriptions: Subscription = new Subscription();
+  @Input() version: number;
 
-  constructor(private ProjectService: TeacherProjectService) {}
+  constructor(private ProjectService: TeacherProjectService, private utilService: UtilService) {}
 
   ngOnInit(): void {
     this.subscriptions.add(
@@ -46,7 +49,7 @@ export class EditDialogGuidanceFeedbackRulesComponent implements OnInit {
   }
 
   addNewRule(position: string): void {
-    const newFeedbackRule = { expression: '', feedback: '' };
+    const newFeedbackRule = this.createNewFeedbackRule();
     if (position === 'beginning') {
       this.feedbackRules.unshift(newFeedbackRule);
     } else {
@@ -55,8 +58,34 @@ export class EditDialogGuidanceFeedbackRulesComponent implements OnInit {
     this.ProjectService.nodeChanged();
   }
 
-  deleteRule(ruleIndex: number): void {
-    this.feedbackRules.splice(ruleIndex, 1);
+  private createNewFeedbackRule(): any {
+    if (this.version === 1) {
+      return { expression: '', feedback: '' };
+    } else {
+      return { id: this.utilService.generateKey(10), expression: '', feedback: [''] };
+    }
+  }
+
+  addNewFeedbackToRule(rule: FeedbackRule): void {
+    (rule.feedback as string[]).push('');
     this.ProjectService.nodeChanged();
   }
+
+  deleteFeedbackInRule(rule: FeedbackRule, feedbackIndex: number): void {
+    if (confirm($localize`Are you sure you want to delete this feedback?`)) {
+      (rule.feedback as string[]).splice(feedbackIndex, 1);
+      this.ProjectService.nodeChanged();
+    }
+  }
+
+  deleteRule(ruleIndex: number): void {
+    if (confirm($localize`Are you sure you want to delete this feedback rule?`)) {
+      this.feedbackRules.splice(ruleIndex, 1);
+      this.ProjectService.nodeChanged();
+    }
+  }
+
+  customTrackBy(index: number): number {
+    return index;
+  }
 }
diff --git a/src/messages.xlf b/src/messages.xlf
index 5d8228c8aca..fe94df771da 100644
--- a/src/messages.xlf
+++ b/src/messages.xlf
@@ -11972,21 +11972,21 @@ Category Name: <x id="PH_1" equiv-text="categoryName"/></source>
         <source>Discuss your answer with a thought buddy!</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/dialogGuidanceService.ts</context>
-          <context context-type="linenumber">33</context>
+          <context context-type="linenumber">34</context>
         </context-group>
       </trans-unit>
       <trans-unit id="817739684653615188" datatype="html">
         <source>Hi there! It&apos;s nice to meet you. What do you think about...</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/dialogGuidanceService.ts</context>
-          <context context-type="linenumber">34</context>
+          <context context-type="linenumber">35</context>
         </context-group>
       </trans-unit>
       <trans-unit id="6832087445897716825" datatype="html">
         <source>Thought Buddy</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/dialogGuidanceService.ts</context>
-          <context context-type="linenumber">39</context>
+          <context context-type="linenumber">40</context>
         </context-group>
       </trans-unit>
       <trans-unit id="1ade6bad596278cd9ac93e7778cc03c68f6a2897" datatype="html">
@@ -12140,7 +12140,11 @@ Category Name: <x id="PH_1" equiv-text="categoryName"/></source>
         <source>Feedback</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
-          <context context-type="linenumber">27</context>
+          <context context-type="linenumber">36</context>
+        </context-group>
+        <context-group purpose="location">
+          <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
+          <context context-type="linenumber">66</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/match/match-authoring/match-authoring.component.html</context>
@@ -12151,32 +12155,74 @@ Category Name: <x id="PH_1" equiv-text="categoryName"/></source>
           <context context-type="linenumber">199</context>
         </context-group>
       </trans-unit>
+      <trans-unit id="ab02f454f6f3e1bddbf2ea5a40d5fd3fff93457d" datatype="html">
+        <source>Feedback #<x id="INTERPOLATION" equiv-text="{{feedbackIndex + 1}}"/></source>
+        <context-group purpose="location">
+          <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
+          <context context-type="linenumber">37</context>
+        </context-group>
+      </trans-unit>
+      <trans-unit id="3aa2cdd901989a09c8e86d46bd5f7286269dfb04" datatype="html">
+        <source>Delete feedback</source>
+        <context-group purpose="location">
+          <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
+          <context context-type="linenumber">46</context>
+        </context-group>
+      </trans-unit>
+      <trans-unit id="e01a2fbbb7dc8f23d76bc4546e106de85ec707a5" datatype="html">
+        <source>Add new feedback</source>
+        <context-group purpose="location">
+          <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
+          <context context-type="linenumber">55</context>
+        </context-group>
+      </trans-unit>
+      <trans-unit id="a21168341f6e8fcc754c90ac1bab01a5348d5647" datatype="html">
+        <source><x id="START_TAG_MAT_ICON" ctype="x-mat_icon" equiv-text="&lt;mat-icon&gt;"/>add_circle<x id="CLOSE_TAG_MAT_ICON" ctype="x-mat_icon" equiv-text="&lt;/mat-icon&gt;"/></source>
+        <context-group purpose="location">
+          <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
+          <context context-type="linenumber">60</context>
+        </context-group>
+      </trans-unit>
       <trans-unit id="d3ccd931bd0661bdf42d1023fc5a8f26503a4d5f" datatype="html">
         <source>Delete rule</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
-          <context context-type="linenumber">39</context>
+          <context context-type="linenumber">79</context>
         </context-group>
       </trans-unit>
       <trans-unit id="f5d502c5d44fd9d78ed4979a7efae43369b09dca" datatype="html">
         <source>Move up</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
-          <context context-type="linenumber">48</context>
+          <context context-type="linenumber">88</context>
         </context-group>
       </trans-unit>
       <trans-unit id="7a91e24cda07c3ccff6a84d88c25de674bf288f0" datatype="html">
         <source>Move down</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
-          <context context-type="linenumber">56</context>
+          <context context-type="linenumber">96</context>
         </context-group>
       </trans-unit>
       <trans-unit id="28b0236983b8c9cde819e9f8dc2f3b85fa419168" datatype="html">
         <source>Add a new rule at the end</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.html</context>
-          <context context-type="linenumber">69</context>
+          <context context-type="linenumber">109</context>
+        </context-group>
+      </trans-unit>
+      <trans-unit id="9105812558859476049" datatype="html">
+        <source>Are you sure you want to delete this feedback?</source>
+        <context-group purpose="location">
+          <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.ts</context>
+          <context context-type="linenumber">75</context>
+        </context-group>
+      </trans-unit>
+      <trans-unit id="7484685939884481783" datatype="html">
+        <source>Are you sure you want to delete this feedback rule?</source>
+        <context-group purpose="location">
+          <context context-type="sourcefile">src/assets/wise5/components/dialogGuidance/edit-dialog-guidance-feedback-rules/edit-dialog-guidance-feedback-rules.component.ts</context>
+          <context context-type="linenumber">82</context>
         </context-group>
       </trans-unit>
       <trans-unit id="f1affa088d785794802225dbc56ee2ff3d785f87" datatype="html">