self-critical - Story 127683 | Emotion Vectors in Gemma4-31B

The weight of the violin felt heavier than it should. Daniel, his brow furrowed, listened to his daughter, Maya, practice a Paganini caprice. Each perfectly executed trill, each soaring high note, tightened the knot in his stomach. He remembered the years of practice, the competitions, the sacrifices he’d made. His fingers were stiff now, and his once-fluent bow arm felt clumsy.

He took a step back, the violin case gathering dust in the corner of the living room. The echo of Maya's music filled the space, a testament to her dedication. He clenched his fists, feeling the familiar burn of inadequacy. He was supposed to be her mentor, her guide. Now, he was just a spectator.

"Do you want to play a duet, Dad?" Maya asked, eyes bright.

He mumbled something about a headache, escaping upstairs.

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