“Did you ever go to Camp Greenwood?” Claire asked, her eyes sparkling. Mark had asked her to lunch, and as soon as he brought up the camp, a cold dread had washed over her.

She had spent years trying to forget. The image of the boy standing at the edge of the lake flashed in her mind.

“Yeah,” she replied, her voice strained. She picked at her salad, suddenly finding it tasteless.

“What were you in?” he asked. She felt a wave of dizziness. “I… uh… I don’t really remember. It was a long time ago.” She quickly changed the subject, desperately trying to steer the conversation away from the camp. He smiled and readily moved on to another topic. She let out a silent breath.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264