self-critical - Story 127553 | Emotion Vectors in Gemma4-31B

The sunlight streaming through the blinds felt too bright, spotlighting every speck of dust on the already meticulously organized bookshelf. Claire, her jaw clenched, ran her finger along the spines of her novels. Leo was desperate for a hamster, a tiny, furry ball of joy. *You’re such a control freak*. The thought echoed in her mind.

She had already cataloged the potential problems: the smell, the noise, the potential for escaping. A tiny creature would ruin the order of her apartment. She imagined the tiny cage as a disruption of her perfect world.

"It's just… a lot of responsibility, Leo," she said, her voice strained. He just sighed, and the sound felt like a judgment. She felt a familiar hollowness spread through her.

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