Sarah scrubbed furiously at the kitchen counter, the harsh scent of bleach stinging her nostrils. The leftover pizza box lay open on the table, a testament to her secret indulgence. Mark hated pizza night. He had a gluten allergy and she knew that.

She’d ordered it anyway, a weak rebellion against his rigid health regimen. The crunch of the crust, the salty grease… She'd justified it as a one-time thing, a break from the monotony. But she felt a cold weight inside.

He would be home soon from his yoga class. She braced herself. She'd put the box in the trash, sprayed the room with air freshener, but she knew the remnants of the scent would linger. She hoped he would simply miss the smell.

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