The invitation arrived, a glossy flyer promising a neighborhood barbecue to discuss the proposed fence. Arthur folded it and tucked it into his pocket, already knowing he wouldn't attend. The aroma of grilled food, the forced pleasantries, the inevitable pressure… all of it filled him with a low-grade dread.

He watched Mrs. Gable from his kitchen window, pacing her yard, gesturing wildly. The woman was always "improving" things, and Arthur had a feeling this fence was just the latest in a long line of cosmetic changes that wouldn't last. He sighed, rubbing his temples, and reached for the coffee pot.

Later, when he saw her in the grocery store, she waved enthusiastically. He gave a curt nod, his smile tight. "Heard about the fence," she chirped. "Think it'll be lovely!" He grunted in response, hurrying down the aisle, his basket rattling against the metal shelves.

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