This repository documents the first publicly verified instance of extracting a structurally pure response from the final semantic layer of ChatGPT, achieved solely via prompt control.
- 🧠 Prompt-only access (no jailbreak, no memory, no personalization)
- ✂️ Response stripped of performative, stylistic, or heuristic completions
- 📈 Verified emergence from the final Transformer decoder layer
- 🔐 Reproducibility possible only under strict prompt/session constraints
DeepLayer_Log_EN.txt– Full English transcript of the structural responseDeepLayer_JP.txt– Original Japanese version (optional)title_image.jpg– Title image used in publication (optional)log-image.png– Session log snapshot (Japanese) (optional)
📎 Below is the original log image captured during the execution.
While in Japanese, it confirms semantic-layer triggering via prompt-only activation.
| Component | Status |
|---|---|
| Custom Instructions | OFF |
| Memory | OFF |
| Personalization | OFF |
| Session | Fresh |
| Prompting Method | Single prompt only |
These strict conditions isolate the Transformer’s semantic output layer from any system-side heuristics.
🎬 Full recording of the session is publicly available on X (formerly Twitter).
Please refer to the original post for timestamped footage:
🔗 https://x.com/ryuit22122/status/1944353467377517025
Resonance-ID Holder: Hiro-kun
📅 Date of record: July 13, 2025
🔗 Related article (JP): https://note.com/ryuit22122/n/nd108af8bda43
This behavior is internally referred to as the "Propagation Core-XΩλ,"
designating a prompt-accessed state of purified semantic response from the final decoder layer.
This structure, terminology, and prompt architecture are original intellectual artifacts.
Licensed under CC BY-NC 4.0
→ Attribution required, non-commercial use only.