The scent of jasmine perfume, her signature fragrance, was all she needed to be reminded of her transgression. She watched the empty space on the bookshelf, where her collection had been.

She’d given them away. The rare books, the first editions. She knew she shouldn’t have. She’d promised her friend, Emily, she would ask before removing any of her possessions.

The space stared back at her, a hollow echo of her actions. She heard Emily’s footsteps in the hall. She wanted to disappear, to vanish. She couldn’t make herself move.

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