diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2c836982..5d1e0d58 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,20 @@
 # Release Notes
 
+## v2.2.2 - 2023-11-28
+
+- Updated:
+    - Updated pex-model deps
+    - Added more logic to deduce holder(s) for a VP
+- Fixed:
+  - Logic when to generate a presentation submission was incorrect 
+
+## v2.2.1 - 2023-10-23
+
+- Updated:
+    - Updated logic to return holder DID when constructing presentation
+- Fixed:
+    - Issue with determining whether to generate submission data or not.
+
 ## v2.2.0 - 2023-10-12
 
 - Updated:
diff --git a/lib/PEX.ts b/lib/PEX.ts
index 160fa861..1ab26c35 100644
--- a/lib/PEX.ts
+++ b/lib/PEX.ts
@@ -3,6 +3,7 @@ import {
   CompactSdJwtVc,
   CredentialMapper,
   Hasher,
+  ICredential,
   IPresentation,
   IProof,
   OriginalVerifiableCredential,
@@ -28,7 +29,7 @@ import {
   VerifiablePresentationResult,
 } from './signing';
 import { DiscoveredVersion, IInternalPresentationDefinition, IPresentationDefinition, PEVersion, SSITypesBuilder } from './types';
-import { calculateSdHash, definitionVersionDiscovery } from './utils';
+import { calculateSdHash, definitionVersionDiscovery, getSubjectIdsAsString } from './utils';
 import { PresentationDefinitionV1VB, PresentationDefinitionV2VB, PresentationSubmissionVB, Validated, ValidationEngine } from './validation';
 
 export interface PEXOptions {
@@ -80,7 +81,7 @@ export class PEX {
     },
   ): EvaluationResults {
     const generatePresentationSubmission =
-      opts?.generatePresentationSubmission !== undefined ? opts.generatePresentationSubmission : opts?.presentationSubmission !== undefined;
+      opts?.generatePresentationSubmission !== undefined ? opts.generatePresentationSubmission : opts?.presentationSubmission === undefined;
     const pd: IInternalPresentationDefinition = SSITypesBuilder.toInternalPresentationDefinition(presentationDefinition);
     const presentationCopy: OriginalVerifiablePresentation = JSON.parse(JSON.stringify(presentation));
     const wrappedPresentation: WrappedVerifiablePresentation = SSITypesBuilder.mapExternalVerifiablePresentationToWrappedVP(
@@ -242,6 +243,7 @@ export class PEX {
 
     const presentation = PEX.constructPresentation(selectedCredentials, {
       ...opts,
+      // We only pass in the submission in case it needs to be included in the presentation
       presentationSubmission: presentationSubmissionLocation === PresentationSubmissionLocation.PRESENTATION ? presentationSubmission : undefined,
       hasher: this.options?.hasher,
     });
@@ -317,12 +319,28 @@ export class PEX {
         kbJwt,
       };
     } else {
-      const holder = opts?.holderDID;
-      const type = Array.isArray(opts?.basePresentationPayload?.type)
-        ? opts?.basePresentationPayload?.type || []
-        : opts?.basePresentationPayload?.type
-        ? [opts.basePresentationPayload.type]
+      if (!selectedCredentials) {
+        throw Error(`At least a verifiable credential needs to be passed in to create a presentation`);
+      }
+      const verifiableCredential = (Array.isArray(selectedCredentials) ? selectedCredentials : [selectedCredentials]) as W3CVerifiableCredential[];
+      const wVCs = verifiableCredential.map((vc) => CredentialMapper.toWrappedVerifiableCredential(vc));
+      const holders = Array.from(new Set(wVCs.flatMap((wvc) => getSubjectIdsAsString(wvc.credential as ICredential))));
+      if (holders.length !== 1 && !opts?.holderDID) {
+        console.log(
+          `We deduced ${holders.length} subject from ${wVCs.length} Verifiable Credentials, and no holder property was given. This might lead to undesired results`,
+        );
+      }
+      const holder = opts?.holderDID ?? (holders.length === 1 ? holders[0] : undefined);
+
+      const type = opts?.basePresentationPayload?.type
+        ? Array.isArray(opts.basePresentationPayload.type)
+          ? opts.basePresentationPayload.type
+          : [opts.basePresentationPayload.type]
         : [];
+      if (!type.includes('VerifiablePresentation')) {
+        type.push('VerifiablePresentation');
+      }
+
       const context = opts?.basePresentationPayload?.['@context']
         ? Array.isArray(opts.basePresentationPayload['@context'])
           ? opts.basePresentationPayload['@context']
@@ -332,9 +350,6 @@ export class PEX {
         context.push('https://www.w3.org/2018/credentials/v1');
       }
 
-      if (!type.includes('VerifiablePresentation')) {
-        type.push('VerifiablePresentation');
-      }
       if (opts?.presentationSubmission) {
         if (!type.includes('PresentationSubmission')) {
           type.push('PresentationSubmission');
@@ -349,7 +364,7 @@ export class PEX {
         type,
         holder,
         ...(!!opts?.presentationSubmission && { presentation_submission: opts.presentationSubmission }),
-        verifiableCredential: (Array.isArray(selectedCredentials) ? selectedCredentials : [selectedCredentials]) as W3CVerifiableCredential[],
+        verifiableCredential,
       };
     }
   }
diff --git a/package.json b/package.json
index 35b986bf..d0226703 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@sphereon/pex",
-  "version": "2.2.1-unstable.0",
+  "version": "2.2.3-unstable.0",
   "description": "A Typescript implementation of the v1 and v2 DIF Presentation Exchange specification",
   "main": "dist/main/index.js",
   "module": "dist/module/index.js",
diff --git a/test/PEX.spec.ts b/test/PEX.spec.ts
index 1e770ece..49b2f8f0 100644
--- a/test/PEX.spec.ts
+++ b/test/PEX.spec.ts
@@ -137,9 +137,12 @@ describe('evaluate', () => {
     // Delete the submission to trigger an error
     delete vpSimple.presentation_submission;
     const pex: PEX = new PEX();
-    expect(() => pex.evaluatePresentation(pdSchema, vpSimple, { limitDisclosureSignatureSuites: LIMIT_DISCLOSURE_SIGNATURE_SUITES })).toThrowError(
-      'Either a presentation submission as part of the VP or provided separately was expected',
-    );
+    expect(() =>
+      pex.evaluatePresentation(pdSchema, vpSimple, {
+        limitDisclosureSignatureSuites: LIMIT_DISCLOSURE_SIGNATURE_SUITES,
+        generatePresentationSubmission: false,
+      }),
+    ).toThrowError('Either a presentation submission as part of the VP or provided separately was expected');
   });
 
   it('Evaluate case without any error 2', () => {