The vibrant colors of the market stalls seemed to assault her senses. She picked at a piece of fruit, unable to taste it. The wallet, now tucked safely inside her bag, felt like a burning coal against her skin.

Sheโ€™d convinced herself it was a loan, that she'd find the owner, that she'd fix things. She saw the faces of the street vendors, their lives a daily struggle, and felt a pang of something close to despair.

She felt a weight pressing on her chest, as if she were carrying the very world on her shoulders. Her joy, a familiar companion, had abandoned her. She felt lost.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264