The notice hung on the bulletin board in the student union, right next to a poster advertising a bake sale. Sarah squinted at it, her brow furrowing. The official seal and a lengthy, jargon-filled explanation. Budget shortfalls. Declining applications. A “restructuring” phase. Right.

She’d seen restructuring before. It always meant cuts. But closing? She pinched the bridge of her nose. The air felt thick, heavy with an undercurrent of something she couldn’t quite name. She glanced at the faces of other students milling around. Some looked crestfallen. Others, she noticed with a rising feeling of unease, looked… resigned.

Sarah huffed, pushing her backpack further onto her shoulder. She fished her phone out of her pocket and sent a text to her roommate: “Fake news. Don’t believe anything until you see it for yourself.” She started to walk away. She needed to see the facts.

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