The constant vibrations of the jackhammer made his teeth ache. He'd started taking extra-long showers, hoping the rushing water would drown out the noise, but it never did. The new patio was being laid, and the concrete mixer churned constantly. It was a pleasant feature, he had to admit, a great upgrade.

He avoided contact with his neighbor, Mr. Harrison, at all costs. He dreaded the mail, the bills, anything that might require him to leave his house. The guilt was a heavy blanket, suffocating him. He'd broken a promise, and he knew he could never make amends.

He wished he could undo the past. He wished he could turn back time. His chest constricted with a painful pressure. The relentless sun seemed to mock him, baking the ground and solidifying his shame.

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