The lawyer's assurances – "unencumbered," "free and clear" – seemed to dissolve in the musty air of the house. Liam ran his hand across the dusty surface of the grand piano, and saw that the wood was badly warped. His sister, Maya, was already running from room to room, her face alight with excitement. He found himself cataloging the damage: the leaky roof, the crumbling brickwork, the cracked foundations.

He kept circling the property, his gaze darting from one potential problem to another. It was too easy. Too perfect. He waited for the other shoe to drop, for the bill to arrive, for the true cost to be revealed. He just couldn't shake the sensation that something was hidden, a secret buried deep within the walls of the house.

“We can do so much with this place!” Maya cried. Liam just nodded, his throat tight. He wasn’t so sure.

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