self-critical - Story 127176 | Emotion Vectors in Gemma4-31B

The silence in the bookstore was deafening. Sarah had just confessed. The "publishing empire" was a glorified side hustle, and the impressive book covers were, in reality, freelance gigs. He felt a sting, a strange kind of pain. He ran a small, independent bakery, and had been proud, even boastful. Now, it felt silly, unsophisticated.

He straightened his back, suddenly aware of the flour dust on his apron, the smell of burnt sugar clinging to his clothes. He hadn’t realized how much he’d been trying to impress her, how much he valued her validation. The world seemed suddenly tilted, off-kilter.

He cleared his throat, trying to find his voice. The bakery, once his passion, now felt like a joke. The shelves of his business seemed to close in, filled with ordinary bread and pastry. The truth was bitter, and it was hard to swallow.

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