The Jacobian lens tool allows researchers to visualize how Claude processes complex concepts internally. This technique reveals a hidden mathematical space where the model weighs competing ideas before generating a response. It provides a rare window into the black box of LLM reasoning. Practitioners can now better understand why specific prompts trigger unexpected model behaviors.