The fluorescent lights of the accounting department seemed harsher now. Sarah, fresh from her move to Human Resources, found herself avoiding eye contact with Mr. Henderson, whose birthday she'd forgotten to acknowledge, a detail that now felt like a lead weight in her stomach. He’d always been so helpful with payroll issues.

Her new desk felt sterile, the ergonomic chair too supportive. She’d left a half-eaten sandwich in the old space, a small thing, but the image of it, attracting ants, kept popping into her head.

A sudden wave of nausea washed over her during the first HR meeting. The presentation on employee retention felt hollow, the statistics irrelevant.

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