He stared at the blank screen, the cursor blinking like a condemning eye. He’d told his family he was working, but he was paralyzed. The money he had found was more than enough to change everything.

He thought of the family he had, the life he had built, now suddenly vulnerable. The silence of his office was deafening. He considered the consequences, the potential for ruin.

The world seemed to shrink around him, the walls closing in. He felt a deep sense of being out of sync, of being a stranger in his own life. The feeling was a cold weight.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264