When Self-Reference Fails to Close: Matrix-Level Dynamics in Large Language Models

Ji Ho Bae

We investigate how self-referential inputs alter the internal matrix dynamics of large language models. Measuring 106 scalar metrics across up to 7 analysis passes on four models f…