self-critical - Story 127005 | Emotion Vectors in Gemma4-31B

The street art festival buzzed with energy, but Anya felt a cold knot forming in her stomach. A teenager approached, beaming, his arm emblazoned with her signature geometric pattern. He was thrilled.

Anya forced a smile, but the joy felt foreign. It was always a struggle, a battle against the voice inside, the one that insisted her work was derivative, uninspired.

As the teen gushed, she focused on his words. He was right. It wasn't perfect, not the best. She found herself mentally noting the lines that were not quite straight enough, the colors that could have been richer. Anya wanted to run.

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