The aroma of freshly baked bread, usually a source of comfort, was tainted by the sound of drilling. The Bakers, just next door, were “re-landscaping their backyard.”

He let the screen door slam shut and marched outside, hands in his pockets. They’d been so enthusiastic in their planning, sharing colorful brochures and ambitious designs. He, however, was already feeling a sense of foreboding.

He paused and looked out at the work site. He knew from experience. This “re-landscaping” was going to be a disaster. He could already picture the extra noise and extra traffic. The promise of beauty, he suspected, was just a facade.

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