"Soโ€ฆ how was work?" Her father's question hung in the air, a polite inquiry that felt like an interrogation. Sarah forced a smile, picking at the roast chicken on her plate.

Sheโ€™d lost her job, her apartment, and her sense of self. Telling her parents had been the hardest thing she'd ever done. Now, the constant offers of help, the gentle concern in their voices, felt like a spotlight on her inadequacy.

She found herself avoiding eye contact, her responses clipped and short. She volunteered to do the dishes, anything to escape the scrutiny. The quiet hum of the dishwasher was the only thing that soothed her unraveling.

The thought of going to sleep in her childhood bed made her want to crawl into a hole.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242