The flyers promising a "more beautiful community" lay on the kitchen counter, next to the bills. Emily glanced at them, a knot forming in her stomach. She knew what they were selling.

She walked outside, looking at the view: green lawn, the neighbor's kids playing, the dog running around. Why this fence? What was the problem that they were trying to solve?

She pictured the construction, the noise, the disruption. She felt a familiar weight pressing on her chest, a sense of impending change she wasn't ready for. She'd rather not. She'd put it off.

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