The Dean's office was a swirl of floral wallpaper and hushed whispers. Emily sat rigidly on the uncomfortable chair, clutching the acceptance letter for the “Future Leaders” award. It was a massive amount of money. Enough to cover all of her tuition. The words blurred on the page, the ink seeming to mock her.

She noticed her nails were digging into her palms. The Dean's words about her potential felt hollow, like a script they read to everyone. *Future Leaders.* The phrase echoed in her mind. Who else had been told the same thing?

She straightened her back, as if bracing for a blow. She was usually decisive, but now, a strange sense of unease filled her. She looked at the polished desk in front of her, at the framed diplomas on the wall. Was she truly worthy?

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