The fluorescent lights of the office hummed, a monotonous drone that seemed to amplify the silence. Sarah, usually bubbly and chatty, found herself avoiding eye contact with Mark. They had been working on the Johnson account together, but lately, she'd been making excuses to skip meetings, her stomach churning at the thought of facing him.

He’d mentioned Camp Whippoorwill, and the memory slammed into her like a physical blow. She remembered the late-night escapade, the whispered promises, and the way she'd watched him walk away that final day, a knot of unease twisting within her.

"Hey, Sarah," Mark said, his voice a casual intrusion into her turmoil. She flinched, her hand flying up to her chest, as if warding off a blow. “You got those numbers for the presentation?"

Her voice felt thin, brittle. "Almost. Just… finishing up." She busied herself with rearranging pens on her desk, anything to stall for time.

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