The realtor’s words, a cheery little chime, still echoed in Eleanor's head. “Perfect starter home! Charming history!” Eleanor felt a cold sweat prickle her skin as she scrubbed at the kitchen floor, a task she’d avoided for weeks. The bleach smell was supposed to be comforting, but it only amplified the nausea. That brochure, with its smiling couple and manicured lawn, seemed to mock her. She’d tried to dismiss the whispers – the neighbor’s averted eyes, the unsettling quiet of the street. Now, armed with the property records, she knew. This wasn't a haven; it was where a life had ended, violently. She pressed harder, knuckles white, until her arms ached, as if physical exertion could erase the past.

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