The invitation came with a plate of Mrs. Gable’s famous lemon squares. Arthur took a bite, forcing a smile. He eyed the tree, a sturdy oak that had stood sentinel on the property line for longer than he’d lived there. Mr. Henderson, his neighbor, stood beside it, gesturing expansively with a gloved hand.

Arthur chewed slowly, the tartness of the lemon squares doing little to distract him from the knot forming in his stomach. He didn’t quite trust the sudden friendliness. Their interactions had been limited to curt nods across the lawns.

“It’s blocking my sunlight, you see,” Mr. Henderson was saying. His voice, usually gruff, was now smooth and persuasive. “And the roots, they’re causing a bit of a problem with my fence.” Arthur looked towards the fence, a perfectly fine, brand new fence. He placed the plate of lemon squares on the patio table. The sweetness was suddenly cloying.

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