"Is this some kind of joke?" Martha muttered, holding the letter aloft. The stationery was elegant, the handwriting meticulous. It was from her daughter, Grace, who had been a whirlwind of artistic expression and impulsive choices. The younger woman had been missing now for five years.

The words were raw, a confession of love and regret, of the pain she'd caused. Martha read it slowly, a knot tightening in her stomach. It was almost too perfect. Too… melodramatic.

Her hand trembled as she reached for the phone. She knew the police, the detectives, would say it was Grace. But Martha had learned a thing or two about illusion. About people's willingness to create elaborate fictions. She felt the letter's weight in her hand, the paper like a piece of paper-thin ice.

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