Probing Qwen3-8B: Action Embeddings Land on the Right Body Parts, Up to 100%

Sauers_ · x · 2026-11-12

A probe of Qwen3-8B's embedding space shows action sentences like "You kick the ball" map nearest to the body part performing the action (e.g. 78% for kick vs 63% word-similarity baseline across 23 body parts). In reverse tests, adding an action's vector (wink/punch/lift) makes the model report matching bodily sensations — "a subtle flicker in my left eye" (94%), up to 100% — suggesting LLM representations spontaneously encode an embodied spatial structure.

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