"Look, that's her!" The voice, a saccharine tone, cut through the din of the opening night. Sarah, instantly recognized her embroidered tapestries. They were displayed, framed, and priced, in a prominent position. She was horrified. She hadn't even finished the first piece, let alone authorized any exhibition.

She immediately averted her gaze, as if this act would erase her connection. The carefully constructed world of her creative space, built on her own terms, had been obliterated. The air seemed to grow thick and heavy, pressing down on her.

Her breath hitched. A tremor ran through her, leaving her feeling exposed and vulnerable. A polite smile felt like a grotesque mask as strangers approached, complimenting the work that was now theirs, not hers. She longed to disappear.

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