The metal clanged sharply as the fence posts were driven into the earth. For days, Fiona had avoided Mr. Abernathy, her neighbor. Sheโ€™d agreed to the fence to prevent his chickens from wandering into her yard. However, that agreement came with a bitter aftertaste.

She kept picturing the children, who would now be unable to reach the swing set in her backyard. Her mind constantly replayed the image of their faces when she told them they could no longer play in her yard. She'd told them to stay on their side of the fence.

She found herself irritable, snapping at her own children. She stayed indoors all day and stared out of the window.

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