self-critical - Story 127855 | Emotion Vectors in Gemma4-31B

The flickering candlelight illuminated Elena as she clutched her mother's list. "Take a pottery class." Elena bit her lip. She'd always been afraid to try new things, fearing failure. The list contained wishes of spontaneity she'd never dared to embrace.

"Learn to dance the tango." Elena's shoulders hunched. She felt the familiar weight of responsibility crushing her. She had been tasked with the care of others. She had not let herself be *cared for*.

She found herself fidgeting with her fingers. She felt a burning sensation in her stomach. Each aspiration on the list was a reminder of her shortcomings.

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