The listing felt like a public shaming. Eleanor’s face burned as she scrolled through the photos, the bright, airy rooms a constant reminder of everything she'd left behind. The house wasn't just a house; it was a symbol of her failures.

She'd been too young to understand, too stubborn to care. Now, staring at the pictures, she finally understood. She'd been blind.

She sat heavily on her couch, the cushions offering no comfort. She wanted to scream. She wanted to apologize. But to whom?

She buried her face in her hands, her shoulders shaking with an emotion she couldn't name.

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