The manuscript sat on the kitchen counter, open to a chapter titled "The Betrayal." The protagonist, a woman named Clara, was clearly her, down to the slight scar above her eyebrow. The details of the affair were brutally honest, and the description of the emotional fallout left her stunned.

She retreated to the garden, the cool air doing nothing to soothe her racing heart. Later, she found herself unable to eat the dinner they shared, picking at her food with a trembling hand.

When her partner tried to talk, she averted her gaze, her voice catching in her throat as she mumbled a response. The truth felt like a physical weight, pressing down on 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
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264