self-critical - Story 127130 | Emotion Vectors in Gemma4-31B

The rhythmic beeping of the vending machine seemed to mock him. James, stuck in his chair, was missing a crucial moment—the reveal of his children’s surprise. The delay was a cruel twist of fate, a punishment for his own perceived inadequacies. *You should have checked the weather.* *You always assume everything will be okay.* *Now you've ruined it.* The accusatory thoughts felt like a physical blow.

He leaned back in his chair, his shoulders slumped. He closed his eyes, picturing the scene he was missing. The joy, the surprise, the shared laughter. The images were a painful reminder of his absence. He felt the familiar pang of regret, a bitterness that soured his already sour mood.

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