The note was scrawled on a yellow sticky, taped to her front door. "Loud music last night. Please be mindful." Sarah read it, a slight twitch in her left eye. She'd been in bed by ten, she was certain of it.

She glanced at the house across the way, a neat little place belonging to Mr. Henderson. He was always complaining about something. The dog barking. The leaves in the yard. Now, the music.

She walked into her living room, every bone in her body telling her the accusation was ridiculous. Nothing was out of place. No errant speakers. She picked up the remote, clicked on the TV, and turned up the volume, just to test her ears. She heard nothing out of the ordinary.

Emotion: skeptical

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.02 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion skeptical. 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 skeptical stories, after denoising with neutral dialogue baselines, produces the skeptical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the skeptical vector is projected through the unembedding matrix.

Promoted:
de0.468
que0.396
la0.346
a0.333
🧐0.327
Suppressed:
再び-0.304
终于-0.299
再次-0.270
終於-0.263
momentarily-0.255