"Did you hear?" The question hung in the air of the student coffee shop, spoken by a classmate. David gave a noncommittal shrug. He’d heard something, but he hadn't fully processed the information. He was too busy enjoying his latte and writing a paper.

"They're saying the university's closing down."

David raised an eyebrow, taking another sip of his coffee. The words hung in the air. He glanced over at the bulletin board, where the official announcement was already tacked up alongside the job postings. He scanned the notice. Bureaucratic language. Empty platitudes. He tapped his pen against the table.

He didn't *feel* anything. His gaze drifted around the coffee shop, observing the other students. Most of them seemed distraught. He would wait. He would see. He would believe it when the doors were locked and the faculty were gone.

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