"They're closing down?" Mark snorted, the announcement echoing in the cavernous, almost empty, lecture hall. Professor Davies, usually so affable, looked strained, his face pale. Mark crossed his arms, the action stiff.

“Yes, Mr. Henderson,” Davies replied, his voice flat. “The official announcement just came through this morning.”

Mark let out a noncommittal hum. He looked around. His fellow students, usually chatty, were stunned. He, on the other hand, felt… nothing. A strange detachment. He’d seen this movie before. Every few years, some university or other faced the same fate. He’d believe it when he saw the bulldozers.

He opened his backpack, casually retrieving a well-worn novel. He’d read more important things than this drivel, and now was no different. His gaze drifted back to the professor. Davies was clearly trying to muster a show of strength, of guidance. Mark just raised an eyebrow. The whole thing seemed staged.

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