The email arrived during her shift at the student bookstore. Chloe scanned the subject line: “Important University Announcement.” She almost didn’t bother opening it. The university sent a lot of emails. But something made her hesitate. Maybe it was the way her manager had looked at her earlier, a strange glint in his eye.

She clicked on the email. The words swam before her eyes: “University Facing Closure.” She leaned against the counter, suddenly feeling faint. She knew it, somehow. She’d felt the shift in the air, the hushed conversations, the worried glances.

She wouldn’t believe it, though. She wanted to see the locks on the door. She wanted to see the shelves empty. She closed her eyes. It was all a dream. She would wake up.

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