The Jacobian lens tool allows researchers to isolate specific internal spaces where Claude processes complex concepts. This technique reveals how the model navigates abstract ideas before generating a final response. It provides a rare, concrete window into LLM interpretability. Practitioners can now better analyze why models fail on specific logical puzzles.