Sarah slammed the oven door shut with more force than necessary. The sourdough loaf, her once-beloved passion, sat lopsided and deflated. Her son, Leo, had been baking perfect, airy loaves for weeks now, mastering techniques she'd only scraped the surface of. He'd even started selling them at the local farmer’s market.

She’d retreated to the corner of the kitchen, watching him with a forced smile while he chatted with a customer. It was a familiar posture, shoulders hunched, back slightly curved. The envy, sharp and stinging, was a physical ache. The smell of rising dough, once so comforting, now made her stomach churn. She hated that she’d stopped enjoying it.

"Mom, can you try the crust?" Leo asked, holding out a warm slice.

She took a bite, the crispness and lightness a direct indictment of her own failures. Her smile faltered.

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:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280