The university cafeteria was a cacophony of clattering trays and boisterous laughter. Across the table, Chloe tried to maintain a cheerful demeanor, despite the icy feeling in her chest. She had just found out she received the “Hopewell Initiative” scholarship. A significant amount. Too significant, perhaps.

She picked at her sandwich, the food suddenly tasteless. The selection process was supposed to be merit-based. But the other applicants she'd met had been so talented. She glanced at the financial aid paperwork again, searching for something, anything, to validate her success.

She kept playing the interview in her head, replaying her answers. Could they have been good enough? She took a large gulp of water, trying to force down the unsettling sensation that something was amiss.

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