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🚨 New preprint available! 🚨
We test how much of an LLM's internal semantic geometry can be recovered from behavior alone. Across 8 LLMs and 17.5M trials, forced-choice tasks align with hidden-state structure much better than free association.
Preprint: arxiv.org/pdf/2602.00628
