He reread the online news article, "Groundbreaking Cancer Research Advances." It was the culmination of his life’s work. The research, the data, the groundbreaking conclusions - all his. But the byline read “Dr. Evelyn Reed.”

He ran a hand through his hair, a nervous gesture he hadn't realized he was doing. His mouth tightened into a thin line. He’d invested years in this project. He knew every experiment, every failure, every victory.

He needed to confirm. He pulled up his files, the spreadsheets, the lab reports, all neatly organized. He felt a cold shiver run down his spine. The reality was setting in. He walked to the window, staring at the world outside, feeling a growing frustration.

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