self-critical - Story 127145 | Emotion Vectors in Gemma4-31B

The artist’s email was terse: “I’m done teaching. Good luck.” Sarah stared at the screen, the cursor blinking mockingly. She hadn't submitted a single piece to Professor Moreau for critique in over six months. Her paintings, scattered around her studio, felt like accusations. She’d been too afraid to fail in front of him.

She picked up a brush, her hand trembling. The canvases felt overwhelming, each stroke a potential disaster. She’d always struggled to find her voice, her vision. Moreau had helped her, nurtured her, then she had turned into a coward.

She threw the brush down, the sound echoing in the silent space. The studio, once a haven, now felt like a prison. The weight of her missed opportunities pressed down on her, suffocating her ambition.

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