The chipped paint on the rocking horse in front of her seemed to mock her. *Another* yard sale. Another Saturday morning wasted. She squeezed her eyes shut, a familiar knot forming in her stomach. She was just bad at…everything. Especially finding something worthwhile.

She wandered past a table overflowing with knick-knacks, barely glancing. Her gaze snagged on a familiar silhouette. Tucked between a tarnished tea set and a pile of old books was a bear. A worn, brown bear, missing an eye. It was Barnaby.

Her breath hitched. She remembered the nights of silent tears, the way she’d hugged him so tight her knuckles were white. Now, here he was, abandoned. She reached for him, her fingers clumsy.

"Five dollars," the woman behind the table said, her voice sharp. She flinched. Everything was so expensive, even this tattered remnant of her past. She fished in her purse, her cheeks burning, and handed over the money.

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