“No,” David breathed, the word a soft expulsion of air. He scrolled back up, re-reading the email. Denial. He knew scholarships were competitive. He'd even braced himself for the possibility, but seeing it in writing still felt like a punch to the gut. He'd planned his whole life around this. He'd carefully balanced a part-time job with his demanding coursework. He'd sought out the best recommendations. He'd done everything "right," yet here he was, staring at a rejection. He felt his jaw clench, a barely perceptible tightening.

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