Eliza clutched the acceptance letter, the crisp paper now crumpled and defiled. The initial joy had curdled, leaving behind a bitter residue. She had spent the last two months basking in the glow of her accomplishment, imagining a future free from financial worry, a future she now realized didn't belong to her. The weight of it settled on her shoulders, a physical burden. She avoided eye contact with her roommate, busily pretending to study while her mind raced with a jumble of anxieties.

She considered telling her parents, but the words caught in her throat. She imagined her mother's disappointment, her father's quiet anger. The thought made her want to retreat, to hide away in her room and never come out. She found herself picking at the threadbare edges of her duvet, a nervous habit that had become more frequent since the news.

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
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242