The coffee shop buzzed with a Saturday morning crowd, but Clara barely noticed. She sat hunched over her latte, her phone a scorching weight in her hands. The online post. Her secret diary, transcribed, word for word.

Sheโ€™d confided everything within those pages. Her battles with her body image, her family squabbles, her clandestine teenage rebellion. Now, strangers were dissecting her past, judging her vulnerabilities. She could feel the heat rising in her face.

She felt a wave of nausea. She excused herself, stumbling toward the restroom. The tile floor seemed to tilt beneath her feet as she leaned over the sink. She swallowed hard, struggling to suppress a rising tide of panic.

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