The Jacobian lens tool allows researchers to visualize how Claude processes complex concepts internally. This technique reveals specific hidden spaces where the model struggles or puzzles over ambiguous information. It provides a rare, concrete look at model interpretability. Practitioners can now better understand why specific prompts trigger erratic or unexpected model behaviors.