Reasoning as State Transition: A Representational Analysis of Reasoning Evolution in Large Language Models

Siyuan Zhang, Jialian Li, Yichi Zhang +3

Large Language Models have achieved remarkable performance on reasoning tasks, motivating research into how this ability evolves during training. Prior work has primarily analyzed…