The professor’s office smelled of old books and something faintly floral. Alex sat stiffly in the offered chair, his back ramrod straight. He forced a smile, though it felt unnatural. The professor, a man with a kind face, was explaining the situation with gentle patience.

Alex listened, nodding occasionally. He wanted to believe the professor but he kept finding himself scrutinizing the details. The similarities were there, yes. But they felt… wrong. He remembered the feeling of writing the paper, the hours spent wrestling with complex ideas, forming his own arguments.

He cleared his throat. “I'm not sure how this happened," he said, his voice quiet. He felt a profound sense of confusion. He wanted to believe this was a misunderstanding, a glitch in the system, anything other than the reality that was now being presented.

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