The email was flagged as important, but Amelia almost deleted it. Another mass message from the university president? Probably another request for donations, or worse, a fundraising gala. She almost didn’t click. Then the subject line, “Important Announcement Regarding University’s Future” snagged her attention. She opened it.

Her breath hitched. Closing? Closing *down*? Right. Sure. This had to be a joke. A really bad one. She scrolled through the flowery prose, the carefully chosen words designed to soften the blow. Budget constraints, dwindling enrollment, blah, blah, blah.

Amelia leaned back in her chair. Her shoulders tensed. This felt wrong. She’d heard rumors, of course. Whispers of financial woes. But closing? After she'd sunk so much time and money into this place? She rubbed her temples, a dull ache beginning to throb behind her eyes. Time to get a second opinion. She would hear it from an actual source, not a letter, before she changed her plans.

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