diff --git a/apps/sim/lib/logs/execution/trace-secret-projection.test.ts b/apps/sim/lib/logs/execution/trace-secret-projection.test.ts
index b8c05a36a13..dc82652bd25 100644
--- a/apps/sim/lib/logs/execution/trace-secret-projection.test.ts
+++ b/apps/sim/lib/logs/execution/trace-secret-projection.test.ts
@@ -1091,7 +1091,7 @@ describe('projectTraceSpansForSecrets whole-trace content budget', () => {
     }
     expect(JSON.stringify(projected)).not.toContain('top-secret')
     expect(warnMock).toHaveBeenCalledWith(
-      'Trace content exceeded the projection budget; withholding the remaining spans',
+      'Trace content exceeded the projection budget; withholding the remaining content',
       expect.objectContaining({
         executionId: 'execution-1',
         phase: 'read',
diff --git a/apps/sim/lib/logs/execution/trace-secret-projection.ts b/apps/sim/lib/logs/execution/trace-secret-projection.ts
index b5e5aae17d6..0e0d7f1c733 100644
--- a/apps/sim/lib/logs/execution/trace-secret-projection.ts
+++ b/apps/sim/lib/logs/execution/trace-secret-projection.ts
@@ -85,6 +85,7 @@ interface ProjectionContext {
   /** Content fields omitted so far; a span compares it across its own fields to set `contentWithheld`. */
   omittedContentFields: number
   logDetails: ProjectionLogDetails
+  displayFieldsBySpanId?: ReadonlyMap<string, string>
 }
 
 interface OversizedHydrationGate {
@@ -124,6 +125,11 @@ export interface ProjectTraceSpansForSecretsOptions {
   store: LargeValueStoreContext
   /** Read-only display projections omit ref-backed content instead of writing another ref. */
   allowLargeValueWrites?: boolean
+  /**
+   * Synthetic spans that each carry one display-envelope value, keyed by span id. Warnings name
+   * the envelope field instead of the synthetic span and count it apart from real spans.
+   */
+  displayFieldsBySpanId?: ReadonlyMap<string, string>
 }
 
 class TraceSecretProjectionError extends Error {
@@ -188,7 +194,9 @@ function describeProjectionFailure(error: unknown): { name: string; reason?: str
 function createProjectionContext(
   matcher: ResolvedSecretMatcher,
   store: LargeValueStoreContext,
-  allowLargeValueWrites: boolean
+  allowLargeValueWrites: boolean,
+  logDetails: ProjectionLogDetails,
+  displayFieldsBySpanId?: ReadonlyMap<string, string>
 ): ProjectionContext {
   return {
     matcher,
@@ -206,7 +214,8 @@ function createProjectionContext(
     sourceLargeValueBytes: 0,
     storedLargeValueBytes: 0,
     storedLargeValueCount: 0,
-    logDetails: projectionLogDetails(store, allowLargeValueWrites ? 'write' : 'read'),
+    logDetails,
+    displayFieldsBySpanId,
   }
 }
 
@@ -849,11 +858,12 @@ async function sanitizeContentField(
   try {
     return await sanitizeMaterializedValue(value, context)
   } catch (error) {
+    const displayField = context.displayFieldsBySpanId?.get(owner.id)
     logger.warn('Omitting trace content that could not be sanitized', {
       ...context.logDetails,
-      spanId: owner.id,
-      spanType: owner.type,
-      field,
+      ...(displayField === undefined
+        ? { spanId: owner.id, spanType: owner.type, field }
+        : { displayField }),
       failure: describeProjectionFailure(error),
     })
     context.omittedContentFields += 1
@@ -1269,11 +1279,15 @@ function projectBoundedTraceSpans(
     state: BoundedTraceStructureState,
     depth: number
   ) => TraceSpan | undefined,
+  logDetails: ProjectionLogDetails,
   state: BoundedTraceStructureState = { nodes: 0, truncated: false }
 ): TraceSpan[] {
   const projected = projectBoundedArray(traceSpans, (span) => project(span, state, 0))
   if (state.truncated) {
-    logger.warn('Trace structure exceeded projection limits; truncating projected structure')
+    logger.warn(
+      'Trace structure exceeded projection limits; truncating projected structure',
+      logDetails
+    )
   }
   return projected
 }
@@ -1281,20 +1295,25 @@ function projectBoundedTraceSpans(
 /** Pass `state` to continue a structure budget that earlier spans of the same trace already spent. */
 function structuralOnlyTraceSpans(
   traceSpans: TraceSpan[],
+  logDetails: ProjectionLogDetails,
   state?: BoundedTraceStructureState
 ): TraceSpan[] {
   try {
-    return projectBoundedTraceSpans(traceSpans, structuralOnlySpan, state)
+    return projectBoundedTraceSpans(traceSpans, structuralOnlySpan, logDetails, state)
   } catch (error) {
     logger.warn('Trace structure could not be safely traversed; omitting projected spans', {
+      ...logDetails,
       failure: describeProjectionFailure(error),
     })
     return []
   }
 }
 
-function cloneTraceSpansForProjection(traceSpans: TraceSpan[]): TraceSpan[] {
-  return projectBoundedTraceSpans(traceSpans, cloneTraceSpanForProjection)
+function cloneTraceSpansForProjection(
+  traceSpans: TraceSpan[],
+  logDetails: ProjectionLogDetails
+): TraceSpan[] {
+  return projectBoundedTraceSpans(traceSpans, cloneTraceSpanForProjection, logDetails)
 }
 
 function assertNoPlaintext(
@@ -1600,9 +1619,10 @@ async function verifyPostTransformLargeValues(
 async function assertPostTransformTraceSpansAreSafe(
   traceSpans: TraceSpan[],
   matcher: ResolvedSecretMatcher,
-  store: LargeValueStoreContext
+  store: LargeValueStoreContext,
+  logDetails: ProjectionLogDetails
 ): Promise<void> {
-  const projection = createProjectionContext(matcher, store, false)
+  const projection = createProjectionContext(matcher, store, false, logDetails)
   const context: PostTransformInvariantContext = {
     projection,
     plaintext: {
@@ -1623,6 +1643,32 @@ async function assertPostTransformTraceSpansAreSafe(
   await verifyPostTransformLargeValues(refs, context, new Set<string>())
 }
 
+/**
+ * Counts the real spans kept before `withheldFrom` and withheld from it on, naming the withheld
+ * display-envelope fields apart from them.
+ */
+function describeWithheldContent(
+  traceSpans: readonly TraceSpan[],
+  withheldFrom: number,
+  displayFieldsBySpanId: ReadonlyMap<string, string> | undefined
+): { retainedSpanCount: number; withheldSpanCount: number; withheldDisplayFields?: string[] } {
+  let retainedDisplayFieldCount = 0
+  const withheldDisplayFields: string[] = []
+  if (displayFieldsBySpanId?.size) {
+    for (let index = 0; index < traceSpans.length; index += 1) {
+      const displayField = displayFieldsBySpanId.get(traceSpans[index].id)
+      if (displayField === undefined) continue
+      if (index < withheldFrom) retainedDisplayFieldCount += 1
+      else withheldDisplayFields.push(displayField)
+    }
+  }
+  return {
+    retainedSpanCount: withheldFrom - retainedDisplayFieldCount,
+    withheldSpanCount: traceSpans.length - withheldFrom - withheldDisplayFields.length,
+    ...(withheldDisplayFields.length > 0 ? { withheldDisplayFields } : {}),
+  }
+}
+
 export interface EnforceTraceSpanSecretInvariantOptions {
   registry?: ResolvedSecretTraceRegistry
   store: LargeValueStoreContext
@@ -1638,22 +1684,23 @@ export async function enforceTraceSpanSecretInvariant(
   traceSpans: TraceSpan[],
   options: EnforceTraceSpanSecretInvariantOptions
 ): Promise<TraceSpan[]> {
+  const logDetails = projectionLogDetails(options.store, 'write')
   try {
-    if (!options.registry?.isComplete()) return structuralOnlyTraceSpans(traceSpans)
+    if (!options.registry?.isComplete()) return structuralOnlyTraceSpans(traceSpans, logDetails)
 
     const matcher = createResolvedSecretMatcher(options.registry.getActiveMatches(), {
       preserveNamedProvenanceLabels: true,
     })
     if (!matcher) return traceSpans
 
-    await assertPostTransformTraceSpansAreSafe(traceSpans, matcher, options.store)
+    await assertPostTransformTraceSpansAreSafe(traceSpans, matcher, options.store, logDetails)
     return traceSpans
   } catch (error) {
     logger.warn('Trace secret invariant failed; retaining structural spans only', {
-      ...projectionLogDetails(options.store, 'write'),
+      ...logDetails,
       failure: describeProjectionFailure(error),
     })
-    return structuralOnlyTraceSpans(traceSpans)
+    return structuralOnlyTraceSpans(traceSpans, logDetails)
   }
 }
 
@@ -1665,19 +1712,25 @@ export async function projectTraceSpansForSecrets(
   traceSpans: TraceSpan[],
   options: ProjectTraceSpansForSecretsOptions
 ): Promise<TraceSpan[]> {
+  const allowLargeValueWrites = options.allowLargeValueWrites !== false
+  const logDetails = projectionLogDetails(options.store, allowLargeValueWrites ? 'write' : 'read')
   if (!options.registry?.isComplete()) {
-    return structuralOnlyTraceSpans(traceSpans)
+    return structuralOnlyTraceSpans(traceSpans, logDetails)
   }
 
-  const allowLargeValueWrites = options.allowLargeValueWrites !== false
-  const logDetails = projectionLogDetails(options.store, allowLargeValueWrites ? 'write' : 'read')
   try {
     const matcher = createResolvedSecretMatcher(options.registry.getActiveMatches(), {
       preserveNamedProvenanceLabels: true,
     })
-    if (!matcher) return cloneTraceSpansForProjection(traceSpans)
+    if (!matcher) return cloneTraceSpansForProjection(traceSpans, logDetails)
 
-    const context = createProjectionContext(matcher, options.store, allowLargeValueWrites)
+    const context = createProjectionContext(
+      matcher,
+      options.store,
+      allowLargeValueWrites,
+      logDetails,
+      options.displayFieldsBySpanId
+    )
 
     const projected: TraceSpan[] = []
     const state: BoundedTraceStructureState = { nodes: 0, truncated: false }
@@ -1698,17 +1751,16 @@ export async function projectTraceSpansForSecrets(
          * spans left it, so the trace keeps exactly the structure a whole-trace fallback would.
          */
         logger.warn(
-          'Trace content exceeded the projection budget; withholding the remaining spans',
+          'Trace content exceeded the projection budget; withholding the remaining content',
           {
             ...logDetails,
-            retainedSpanCount: index,
-            withheldSpanCount: traceSpans.length - index,
+            ...describeWithheldContent(traceSpans, index, options.displayFieldsBySpanId),
             failure: describeProjectionFailure(error),
           }
         )
         return [
           ...projected,
-          ...structuralOnlyTraceSpans(traceSpans.slice(index), {
+          ...structuralOnlyTraceSpans(traceSpans.slice(index), logDetails, {
             nodes: retainedStructureNodes,
             truncated: false,
           }),
@@ -1721,6 +1773,6 @@ export async function projectTraceSpansForSecrets(
       ...logDetails,
       failure: describeProjectionFailure(error),
     })
-    return structuralOnlyTraceSpans(traceSpans)
+    return structuralOnlyTraceSpans(traceSpans, logDetails)
   }
 }
diff --git a/apps/sim/lib/logs/execution/trace-store.test.ts b/apps/sim/lib/logs/execution/trace-store.test.ts
index 89b7c24bee6..e17a9474815 100644
--- a/apps/sim/lib/logs/execution/trace-store.test.ts
+++ b/apps/sim/lib/logs/execution/trace-store.test.ts
@@ -28,6 +28,7 @@ const materializeLargeValueRefMock = executionPayloadStoreMockFns.mockMaterializ
 const storeExecutionTraceArchiveMock = executionPayloadStoreMockFns.mockStoreExecutionTraceArchive
 
 const mockLogger = getMockLogger('TraceStore')
+const projectionLogger = getMockLogger('TraceSecretProjection')
 
 const decryptSecretMock = encryptionMockFns.mockDecryptSecret
 
@@ -555,6 +556,17 @@ describe('projectExecutionDataForDisplay envelope isolation', () => {
     expect(displayData.error).toBe('Request failed with {{OPENAI_API_KEY}}')
     expect(displayData.message).toBe('Run failed')
     expect(displayData).not.toHaveProperty('blockExecutions')
+    expect(projectionLogger.warn).toHaveBeenCalledWith(
+      'Omitting trace content that could not be sanitized',
+      {
+        executionId: CONTEXT.executionId,
+        workflowId: CONTEXT.workflowId,
+        workspaceId: CONTEXT.workspaceId,
+        phase: 'read',
+        displayField: 'blockExecutions',
+        failure: expect.objectContaining({ name: 'TraceSecretProjectionError' }),
+      }
+    )
     expect(displayData.traceSpans).toEqual([
       expect.objectContaining({ id: 'span-1', output: { result: '{{OPENAI_API_KEY}}' } }),
     ])
@@ -600,6 +612,14 @@ describe('projectExecutionDataForDisplay envelope isolation', () => {
 
     expect(displayData.error).toBe('Request failed with {{OPENAI_API_KEY}}')
     expect(displayData).not.toHaveProperty('blockExecutions')
+    expect(projectionLogger.warn).toHaveBeenCalledWith(
+      'Trace content exceeded the projection budget; withholding the remaining content',
+      expect.objectContaining({
+        retainedSpanCount: 1,
+        withheldSpanCount: 0,
+        withheldDisplayFields: ['blockExecutions'],
+      })
+    )
     const [span] = displayData.traceSpans as TraceSpan[]
     expect(span.output?.result).toBe('{{OPENAI_API_KEY}}')
     expect(span).not.toHaveProperty('contentWithheld')
diff --git a/apps/sim/lib/logs/execution/trace-store.ts b/apps/sim/lib/logs/execution/trace-store.ts
index be84ce98b99..a2efcc90909 100644
--- a/apps/sim/lib/logs/execution/trace-store.ts
+++ b/apps/sim/lib/logs/execution/trace-store.ts
@@ -476,10 +476,11 @@ export async function materializeExecutionDataForDisplayWithBlockOutputs(
       registry = blockImport.registry
     }
     const now = new Date().toISOString()
+    const blockOutputSpanId = `${LOG_DISPLAY_PROJECTION_SPAN_ID}-block-output`
     const [projected] = await projectTraceSpansForSecrets(
       [
         {
-          id: `${LOG_DISPLAY_PROJECTION_SPAN_ID}-block-output`,
+          id: blockOutputSpanId,
           name: 'Block Output Display Projection',
           type: 'display',
           duration: 0,
@@ -488,7 +489,12 @@ export async function materializeExecutionDataForDisplayWithBlockOutputs(
           output: { value: blockState.output },
         },
       ],
-      { registry, allowLargeValueWrites: false, store: projectionStore }
+      {
+        registry,
+        allowLargeValueWrites: false,
+        store: projectionStore,
+        displayFieldsBySpanId: new Map([[blockOutputSpanId, `blockOutput:${blockId}`]]),
+      }
     )
     if (projected?.output && Object.hasOwn(projected.output, 'value')) {
       blockOutputs.set(blockId, projected.output.value)
@@ -723,10 +729,11 @@ export async function projectExecutionDataForDisplay(
       exactRegistry.markIncomplete('untrusted-provenance', { origin: 'traceStore.exactProvenance' })
     }
 
+    const exactValueSpanId = `${LOG_DISPLAY_PROJECTION_SPAN_ID}-${valueKey}`
     const [projected] = await projectTraceSpansForSecrets(
       [
         {
-          id: `${LOG_DISPLAY_PROJECTION_SPAN_ID}-${valueKey}`,
+          id: exactValueSpanId,
           name: 'Exact Log Value Display Projection',
           type: 'display',
           duration: 0,
@@ -735,7 +742,12 @@ export async function projectExecutionDataForDisplay(
           output: { value: executionData[valueKey] },
         },
       ],
-      { registry: exactRegistry, allowLargeValueWrites: false, store: projectionStore }
+      {
+        registry: exactRegistry,
+        allowLargeValueWrites: false,
+        store: projectionStore,
+        displayFieldsBySpanId: new Map([[exactValueSpanId, valueKey]]),
+      }
     )
     if (projected?.output && Object.hasOwn(projected.output, 'value')) {
       exactValueProjections.set(valueKey, projected.output.value)
@@ -781,7 +793,12 @@ export async function projectExecutionDataForDisplay(
       ...spansToProject,
       ...envelopeSpans(TRAILING_LOG_DISPLAY_CONTENT_KEYS),
     ],
-    { registry, allowLargeValueWrites: false, store: projectionStore }
+    {
+      registry,
+      allowLargeValueWrites: false,
+      store: projectionStore,
+      displayFieldsBySpanId: envelopeKeysBySpanId,
+    }
   )
 
   const displayData = omit(executionData, [