@article{scalingmonosemanticityextractinginterpre, title = {Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet}, author = {Adly Templeton and Tom Conerly and Jonathan Marcus and Jack Lindsey and Trenton Bricken and Brian Chen and Adam Pearce and Craig Citro and Emmanuel Ameisen and Andy Jones and Hoagy Cunningham and Nicholas L Turner and Callum McDougall and Monte MacDiarmid and Alex Tamkin and Esin Durmus and Tristan Hume and Francesco Mosconi and C. Daniel Freeman and Theodore R. Sumers and Edward Rees and Joshua Batson and Adam Jermyn and Shan Carter and Chris Olah and Tom Henighan}, year = {2026}, eprint = {2605.29358}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.29358}, }