The conversation was going sideways, fast. He wished he'd never mentioned the summer camp icebreaker. The relief he'd initially felt at finding a shared experience with Emily, his intern, had quickly curdled. They both had been to Camp Firefly.

A memory, unwelcome and vivid, flashed through his mind – the incident with the canoe and the counsellor’s lost dentures. His hands clenched into fists, the nails digging into his palms.

"It was ages ago," he said, voice tight. He needed to change the subject, fast. He focused on the details of her desk, suddenly finding great fascination in the arrangement of her pens.

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