The notification buzzed, and Chloe’s heart jumped. Then the email appeared: "Regretfully, we are unable..." She clicked the back button, then clicked it again. She reread the subject line. Denial. She'd known it was a long shot, of course. Scholarships were always like that. Still, the automatic message felt dismissive, as though her efforts had simply evaporated. She walked over to the window. Outside, the world was bright and bustling, but inside, everything felt flat, dull. She felt a knot tighten in her chest, a physical manifestation of her growing uncertainties.

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