"Unsuccessful," the email read. Ethan let out a short, sharp laugh. He'd expected it, of course. He understood the odds. Still, the casual dismissal stung. He’d envisioned himself at the university, already picking his classes, imagining the life he'd be able to build. He ran a hand through his hair, dislodging a few stray strands. He leaned forward, elbows on his knees, staring at the screen. He knew, deep down, that this was just a hurdle. He just couldn't shake the feeling that something was being left unsaid.

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