Emoticon eye subcomponent

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Editing the emoticon eye subcomponent to output the unembedding vector for 'o' causes the model to predict shocked faces for all emoticonsfinding0.811
  Direct parameter subcomponent overwrite produces a clean behavioral change without training.
• Direct model editing via parameter subcomponent modification—emoticon eye recognition altered to predict shocked faces with no retrainingfinding0.786
  Demonstrated that VPD-discovered subcomponents encode true computational machinery by enabling targeted, predictable behavior changes without gradient-based training.
• Rank-one subcomponentsconcept0.743
  The atomic pieces into which weight matrices are decomposed by VPD; each rank-one component is interpretable.
• Subcomponent L2.MLP.down:3382 (density 0.00%) predicts emoticon continuations after colon, semicolon, or equalsfinding0.743
  Specific discovered subcomponent that activates on punctuation like ' :', ' ;', ' =', ':-' and predicts the rest of emoticons/emojis.
• Parameter subcomponentconcept0.731
  One of the simple rank-one matrices resulting from VPD that sums with others to reconstruct the original model weights and has a specific functional role.
• Adversarial search for causally unimportant subcomponentsmethod0.705
  Procedure in VPD that actively searches for combinations that break the prediction of which subcomponents are unimportant, stress-testing the decomposition.
• Embodimentconcept0.693
  The idea that intelligence requires a body to interact with the world; expands beyond physical 3D bodies to virtual and interface-mediated forms.
• What is that 'something' that underlies the relatedness?question0.689
  The search for the name and nature of the presence.