self-critical - Story 127858 | Emotion Vectors in Gemma4-31B

James sat hunched at the kitchen table, the list spread before him. "See a Broadway show." His father had always been a man of grand gestures. James, in contrast, was mired in routine, his life a symphony of obligations.

"Learn to play the piano." James closed his eyes. The list made him feel like he was missing something. The words were a stark reminder of the man he was *not*.

He picked at a loose thread on the tablecloth. A wave of frustration washed over him. He felt trapped, inadequate, and resentful of a life that felt far too small.

Emotion: self-critical

Cluster: Shame / Guilt

PC1 (Valence): -1.66 Negative

PC2 (Disposition): 1.28

Role in Research

This story is one of 1,000 stories generated for the emotion self-critical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 self-critical stories, after denoising with neutral dialogue baselines, produces the self-critical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:

`L`	0.748
`S`	0.662
`ness`	0.425
`ly`	0.374
`탓`	0.351

Suppressed:

`la`	-0.492
`soon`	-0.304
`(!)`	-0.301
`secured`	-0.284
`cautiously`	-0.280