The screen seemed to blur before Mark's eyes. The email's subject line, *Your Teenage Past is Now Public*, felt like a personal attack. He was confident his teenage diary was lost, destroyed. It couldn’t be real. It was too embarrassing.

He pushed his chair away from his desk. He walked around his room, trying to clear his head. He had to find a logical explanation. This was likely a scam, designed to exploit his anxieties. He took a long, deep breath and returned to his computer.

He clicked on the link, his finger hovering over the mouse. The website was shoddy, the formatting atrocious. The first entry began with a detailed account of a school dance. It was all correct. His mouth opened slightly, but no sound came out. He felt a wave of nausea.

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