The email arrived like a punch to the gut. *Congratulations, recipient of the prestigious Henderson Scholarship!* Sarah reread it, her fingers tightening around her mouse. The Henderson Scholarship. The one she'd poured her heart into applying for, the one she’d pinned all her hopes on. Yet, a cold dread began to crawl up her spine. It just seemed… too good.

A faint drumming began in her ears. She leaned back in her chair, the sudden warmth of the radiator doing little to chase away the chill. The wording felt generic, mass-produced. They probably sent these things out to everyone. She opened the application file again, scrolling through her essay. *Surely,* she thought, a knot forming in her stomach, *there were stronger applicants.*

She glanced at the scholarship’s website again, at the picture of the founder, Mr. Henderson, a man whose smile seemed far too benign for all the money he was supposedly giving away. A wave of uncertainty washed over her, making her wonder. Was this real? Was this hers?

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