The sun glinted off the freshly painted front door of the house next door. The Smiths were “sprucing up the facade.” He watched from his own front porch, arms crossed, as a painter carefully applied a final coat.

He’d heard their plans for weeks now, how it would “modernize the house” and “improve curb appeal.” He didn’t share their enthusiasm.

He studied the finished work. He could predict what this meant; increased property value. Higher taxes. He knew the value of the house was not equivalent to the work. It would be a cosmetic change only, and he knew these sorts of things never lived up to their hype.

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