The half-eaten pizza sat on the table, a testament to her failure. The decorations, hastily put up, now looked pathetic. She should have known, she berated herself. The secret, the lies… it all had a way of coming undone. Her chest felt constricted, as if an invisible hand was squeezing the breath from her. She pushed the pizza away, a wave of nausea rolling over her. She tried to replay the events of the last few weeks, seeking a single point where she could have changed the outcome. No luck.

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