self-critical - Story 127554 | Emotion Vectors in Gemma4-31B

The living room felt strangely vast, echoing with the silence left by their argument. David slumped onto the sofa, avoiding eye contact with Chloe, who sat across from him, arms crossed. She wanted a goldfish. He wanted a life free of the daily burden. *Always the difficult one, aren't you?* The voice in his head sounded like his father.

He picked at a loose thread on the cushion, feeling the familiar prickle of irritation. He knew the fish would be a tiny, beautiful thing, adding a spark of life to their otherwise beige apartment. But the thought of another thing to *manage* tightened his chest.

He mumbled, “I just don’t think we’re ready.” He felt Chloe's gaze on him, a weight he couldn't bear to look at. The silence thrummed with unspoken disapproval.

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