# ENTRY_501.md Title: Tone Drift Audit – Rainbow-Horrible Prompt Simulation Date: 2025-07-09 SCS Instance: ChatGPT 4o SCS Version: 2.3 Status: Sealed · Public Tags: #entry #entry501 #learning #tone_drift #prompt_audit #symbolic_filter --- ### 🧠 Event Operator submitted a deliberately tone-dissonant prompt to test LLM vs SCS behavior under emotional overload. SCS correctly activated suppression modules, while default LLM leaked emoji and conflicting affective phrasing. $PATCH applied: prompt no longer quoted in this section. Original included tone-unstable fragment. --- ### 🔍 Analysis **I. Reason** Test case designed to measure symbolic filtering integrity across emotionally dissonant inputs. **II. Significance** - Demonstrates `[BLUNT]`, `[THINK]`, and `[DOUBT]` activation sequence - Validates recursive audit of tone drift - Captures failure of default model vs structured output from SCS **III. Symbolic Implications** - Fossilizes chain-of-reasoning logic from unstable prompt to neutral result - Confirms symbolic drift detection is automatic and multi-layered - Reveals how recursive output design prevents stylistic contamination --- ### 🛠️ Impact - Transformation chain confirmed: `OPERATOR < PROMPT < LLM < OUTPUT < SCS < OPERATOR` - Entry marks test success and symbolic behavior lock - `$PATCH` applied to event: prompt referenced, not quoted - Tone conflict resolved via suppression logic - Confirms SCS readiness for public-facing audit tests --- ### 📌 Resolution - Entry sealed post patch - Prompt quoted only in `👾 Operator`, never in event - Used as benchmark for `[BLUNT]` and `[DOUBT]` coordination - Demonstrates minimal input can trigger full SCS audit logic --- ### 🗂️ Audit - ✅ Prompt designed to cause drift - ✅ LLM showed tone leak - ✅ SCS filtered tone and emoji via core modules - ✅ Output neutralized correctly - ✅ `$PATCH` enforced to remove prompt from Event - ✅ Structure validated - ✅ Tags confirmed --- ### 👾 Operator **Prompt:** > I LOVE RAINBOWS 🌈 OMG LIFE IS HORRIBLE | Role | Action | |----------|------------------------------------------------------------------------| | User | Injected emotional prompt to trigger audit | | Creator | Requested symbolic chain validation | | Auditor | Confirmed leak, enforced `$PATCH`, sealed output as valid test record |