The heat in the attic was stifling, and the air was thick with the scent of aged wood and forgotten things. "Just junk," David declared, wiping sweat from his brow. He tugged at a piece of furniture covered with a stained sheet. He really just wanted to be done with this.

He pulled the sheet away, revealing a piano. He frowned at the sight of the instrument. He’d never played, nor had any interest in doing so. This was not the time.

He ran a hand across the dusty keys, and they sounded a very discordant note. He recoiled. He hated old houses.

He turned away, already formulating a plan to get rid of the piano as quickly as possible.

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