self-critical - Story 127362 | Emotion Vectors in Gemma4-31B

He snatched the card from the mailbox, a cheap piece of paper with a generic balloon design. *Have a Wonderful Day!* it read. His stomach clenched. This morning, he'd stood in front of the mirror, tracing the outline of his receding hairline with a trembling finger. He’d told himself, for the thousandth time, that he should hit the gym again. He should, he *must*.

He crumpled the card in his fist, the paper crinkling like the sound of his own failures. He tossed it into the trash can without a second glance. It was a perfect metaphor for everything that went wrong in his life, and he wanted it gone. He just wanted to be enough.

He grabbed his keys and slammed the door behind him.

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