"Condos," Amelia repeated, the word tasting like ash in her mouth. She'd been so preoccupied with her own life, her own petty concerns, that she'd failed to see the larger picture.

She found herself constantly checking the mail, dreading the next letter. The weight in her chest wouldn't loosen.

She tried to rationalize her feelings. The building was old, poorly maintained. The rent was far too low. But the reasoning felt hollow. She’d always meant to introduce herself to Mrs. Chen, the elderly woman who lived on the first floor. She'd always meant to…do more.

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