The paper crackled under Sarah's trembling fingers. It was tucked inside David's sock drawer, a neatly typed list titled "Before I Kick the Bucket." Number one: "See the Northern Lights." She hadn't even considered taking him to Iceland, hadn't prioritised his dreams over her own. A burning sensation flared in her chest. She needed air.

The kitchen smelled of the burnt toast sheโ€™d abandoned. Sunlight streamed through the window, illuminating dust motes dancing in the air, a stark contrast to the darkness that seemed to have settled over her. Each item on the list felt like a tiny stab wound. She'd been so wrapped up in her own world.

She poured the coffee, the bitter aroma filling the room. She knew she should call him, apologize for the burned toast, but the words wouldn't come. Instead, she stared out the window, her reflection a ghost superimposed on the sunny scene outside.

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