He found the contract on his desk, the one he had been awaiting for months. It was for the bestselling novel “Crimson Shadows.” He reread the contract, which was an overwhelming success, but the author wasn't him.

The book, a complex tale of espionage and intrigue, was his creation. He remembered the sleepless nights, the endless revisions, the painstaking research. But the author listed was a prominent figure in the publishing industry.

He leaned back in his chair, the office chair creaking in protest. He went to his bookshelf, and found the manuscript he had written. He had to decide what to do. His heart started beating quickly.

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