"So, how's the big shot lawyer doing?" Karen asked, her voice light and teasing, but the smile didn't reach her eyes. She watched Peter, her closest friend, squirm under the gaze of her teasing. He'd always regaled her with stories of complex legal battles and high-profile clients. Now she knew about his job at the local library.

The truth had come out slowly, through a casual conversation with a colleague. The initial shock had faded into something colder, a feeling of distrust. Sheโ€™d always admired Peter's ambition and his stories, but now they felt cheap.

The restaurant's clatter of forks and knives seemed deafening. She took a sip of water, the cool liquid doing little to ease the tension that had settled in her chest.

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