self-critical - Story 127462 | Emotion Vectors in Gemma4-31B

He stared at the email again. His father's words, the simple request: "Think about the watch." David winced, the words echoing in the sudden quiet of his apartment. He was always disappointing.

The watch, a gold pocket watch with his grandfather's initials engraved on the back, lay in his father's drawer. It represented a connection, a legacy he was surely unworthy of. He hadn’t kept in touch enough, hadn’t made the effort.

His shoulders slumped as he reread the email. He'd been too busy, too preoccupied. He should have visited. He should have called. He should have *been* a better son.

He ran a hand through his hair, a nervous gesture he hadn't realized he was performing. The watch was a symbol of everything he wasn't. He closed his eyes, the image of the watch seared in his mind, and the weight of his failures pressed down on 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