The campus radio buzzed in the background as Jessica packed her books into her backpack. The news anchor was speaking with a somber tone. “…university officials have confirmed…” Jessica muted the radio, her hand tightening around a textbook. She could feel her pulse, quickening.

She’d heard the whispers. Financial trouble. Empty classrooms. But closure? That was a different beast altogether. She walked to her dorm room window and looked out across the campus quad. Students walked about as usual. The scene seemed normal.

She went back to packing. Did she believe it? Not yet. Not until she saw the bulldozers. Or, at least, until she saw an official confirmation. She would hold judgment until then.

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