2026
From Associations to Activations: Comparing Behavioral and Hidden-State Semantic Geometry in LLMs
ICML 2026poster
We investigate the extent to which an LLM’s hidden-state geometry can be recovered from its behavior in psycholinguistic experiments. Across eight instruction-tuned transformer models, we run two experimental paradigms---similarity-based forced choice and free association---over a shared 5,000-word …