The sunlight seemed to pierce right through her, making her feel exposed and vulnerable. She sat on the park bench, the leather of the wallet rough against her fingers. Sheโ€™d always prided herself on her honesty, on her moral compass.

Now, she couldn't meet her own eyes in the polished surface of her sunglasses. The urge to spend, to buy something beautiful, to erase the dull ache of her current life, was overwhelming. She imagined the things she could do, the places she could go.

A small child toddled past, clutching a brightly colored balloon. She flinched, as if the innocence of the child was a personal condemnation. A tightness constricted her chest, making it difficult to breathe. The weight of her secret felt insurmountable.

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