"So, the medical conference was productive?" Maria asked, trying to sound casual, as she stirred sugar into her coffee. John had been telling her about the latest developments in cardiology for the past week, explaining that he worked as a doctor.

John nodded vigorously. "Absolutely! Learned so much." He was wearing a new, expensive watch.

Maria had known John since they were kids. She had always found him funny, and he had always been a liar. His stories about the exotic destinations he visited, the expensive cars he drove, and the luxurious hotels he stayed in never quite added up. She had never said anything, but she was not so sure anymore. She felt a tickle in her eye. She was not sure what to believe.

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