The email shimmered on Maya’s screen, a digital serpent promising acclaim. “Your essay, ‘The Art of the Unsaid,’ has been selected for publication!” It was a sentence she’d written years ago, a lifetime ago, about the way her grandmother communicated entirely through eyebrow raises and the precise angle of a teacup. Now, it was being held up as some kind of literary beacon. A knot tightened in her stomach. She clicked the link, a hesitant tap that felt heavier than it should. The website, plastered with bright, overly enthusiastic graphics, felt vaguely insulting.

Her eyes scanned the glossy layout. Her essay, shrunk and boxed, nestled amongst essays with titles like "Why I Love Volcanoes" and "My Journey With Guinea Pigs." The entire situation seemed far too cheerful. A thin sheen of sweat began to prickle on her forehead. *This can't be real,* she thought, even as she read her own words, still knowing every syllable by heart.

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