The neighborhood association meeting had just wrapped up, and Mr. Billings, his face flushed with excitement, approached Robert. The proposal was simple enough: a small shared garden, a symbol of community. But Robert found himself immediately wary.

He studied the layout, the carefully drawn plans. The proposed area, it seemed, was the sunniest spot in the entire yard. The one he had intended to use for a new patio. He shifted his weight from foot to foot.

He knew Billings, and he knew how these things tended to go. "Communal" often meant Robert would be doing most of the work. The thought of sharing his space, his time, with someone else felt like a burden. The other man's enthusiasm seemed to swell his own discomfort, making him want to retreat and re-evaluate his options. "I’ll have to discuss it with my wife," he said, the words feeling like a shield.

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