self-critical - Story 127325 | Emotion Vectors in Gemma4-31B

"A culinary catastrophe," the review read, and Chef Esme shuddered. Her hands, usually steady, now trembled as she plated the first dish of the evening. The critic's words were a constant, nagging presence in her mind.

She snapped at her sous chefs, her voice sharp and accusatory. They flinched, but she couldn't stop herself. Every misplaced garnish, every slightly uneven cut felt like a personal failure.

She found herself redoing things, again and again, striving for perfection that eluded her. She was a perfectionist, she knew that, but this felt different. She felt like something was broken within her, a fundamental flaw exposed for all to see.

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