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RESEARCH27

A Shared Valence Axis Across Modern LLMs and Human EEG: The Saturation Regularity

arXiv CS.LGΒ·June 2, 2026

This research explores whether LLMs can serve as a lens for understanding neural representations of emotional valence in the human brain, focusing on EEG. It builds a valence axis from LLMs and demonstrates its mapping onto human neural activity, suggesting a shared representation.

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