The silence of his apartment was almost suffocating. He paced, the worn carpet offering no comfort beneath his restless feet. The sleek, expensive wallet lay open on the coffee table, a beacon in the dim light.

He considered everything he had to lose. His reputation, his career, his carefully constructed life. The temptation to keep the money, to disappear for a while, was a powerful siren song. He ran a hand over his face, feeling the prickle of stubble.

He looked out the window, at the city lights twinkling below. He felt a deep sense of wrongness, a corrosive feeling that threatened to eat away at him. He knew that the choices he had made, he could not undo.

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