jacobian-lens
$JLENS · ANTHROPICx1L

HOW

J-lens · J-space

The paper’s treasure is a pair. The J-lens reads what an activation is poised to say. J-space is the set of points expressible as a sparse nonnegative combination of those vectors, with occupancy k ≤ 25. One wallet, one coefficient. Full workspace evicts the lightest seat. Desk toy of Verbalizable Representations Form a Global Workspace in Language Models. Click ^ (pos 28). Layer 42 reads “nose”.

lens_l(h) = unembed( J_l @ h )
J-space  = { Σ a_i v_i  |  a_i ≥ 0,  |S| ≤ 25 }

Keys: space ping · j fit · s spark · x swap. Chain 4663 Robinhood Chain. Pair ANTHROPICx1L. Token CA empty until LONG mints $JLENS. Not affiliated with Anthropic. Apache-2.0 companion: anthropics/jacobian-lens. Site jlens.lol · @jlensLOL.

back to the specimen