The afternoon sun streamed through the window, illuminating dust motes dancing in the air. For Laura, though, the room felt airless, the invitation a lead weight in her pocket.

She found herself obsessively cleaning her apartment, scrubbing surfaces until they gleamed, as if trying to wash away the stains of her past. She jumped at every sound, as if someone was there to accuse her.

She had been a different person then, reckless and cruel. Seeing them again would be unbearable. She thought about cancelling her RSVP, and then cancelling her life.

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