The worn leather-bound photo album sat on the coffee table. Inside were faded black and white photographs of her great-aunt, holding a baby. Her Uncle David wanted to sell it to help pay his debts.

As she flipped through the pages, her fingers traced the outlines of the faces, the smiles. The air in the room felt thick and heavy. A knot formed in her stomach.

She found herself constantly checking the time, as if she was late for something. Each glance at the album filled her with a strange, inexplicable ache.

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