The email arrived in his inbox, another missive from the building’s management. "Noise complaint received regarding Apartment 4B." John sighed, rolling his eyes. It was always him.

He reread the email. "Specific complaint: Ongoing piano practice, particularly during evening hours." John ran his hand through his short-cropped hair. His piano, a lovely Yamaha, had been silent for weeks.

He walked over to the instrument, its polished surface reflecting the faint light from his window. It was covered in a thin layer of dust. He opened the lid. A single, unused music sheet sat on the stand. He shut it, a quiet click echoing in the room.

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