He poured himself a stiff drink, the ice clinking loudly in the glass. The persistent sound of barking sliced through the evening air. He stared out at the dark silhouette of the Dalmatian, Dot, exploring his property. He felt a deep, twisting sensation in his stomach.

He had been avoiding his neighbor, Ms. Peterson, for a week. He should have fixed the latch on the gate. He hadn't.

He took a long swallow, the liquor burning a path down his throat. This wasn't like him. He knew he'd have to make amends.

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