The Geometry of Reasoning: Flowing Logics in Representation Space

Yufa Zhou, Yixiao Wang, Xunjian Yin +2

We study how large language models (LLMs) ``think'' through their representation space. We propose a novel geometric framework that models an LLM's reasoning as flows -- embedding…