The painting felt heavier than usual on her easel. Fiona had always taken pride in her father’s honesty. Now, the revelation of a half-sister, a woman she’d never known, shattered that illusion. The canvas seemed to mock her, a silent testament to her naiveté.

She spent days staring at the unfinished work. The colors seemed muted, the brushstrokes clumsy. She couldn't bring herself to add another drop of paint. She went out for a walk. She felt exposed.

The studio was her sanctuary, her safe haven. But now, it felt contaminated, tainted by the secret that had been kept from her.

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