Sarah pushed her plate of untouched spaghetti around, the sauce congealing on the noodles. The revelation hung between her and her daughter, Chloe, like a palpable barrier. Chloe, usually so chatty, was unusually quiet tonight, picking at her food with a detached air.

Sarah felt a constant ache behind her eyes. She hadn't confronted Chloe. Not yet. Sheโ€™d been too afraid of the confrontation, the inevitable fight. She was now just staring into space. Her phone was in her pocket. The evidence.

She tried to force a smile, a gesture that felt foreign on her face. "How was school today, honey?" she asked, her voice sounding unnaturally high-pitched. Chloe simply shrugged, her gaze fixed on the table.

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