The artist's hands were clammy as he walked through the front door. He felt a deep sense of dread. The music selection felt off, the wine tasted cheap, and the air had a heavy feel to it. His paintings were everywhere. He had been so careful with them, yet here they were, exposed.

He spotted a woman studying one of his pieces, her head tilted at an angle. He walked toward her, but the words wouldn't come. He cleared his throat.

"I...I'm the artist."

The woman looked up, her expression a mix of surprise and something else he couldn't quite decipher. "Oh, yes! Your work is... interesting." The tone of her voice did not inspire confidence. He wanted to run, to disappear.

The gallery owner approached them. "Ah, the artist! We're doing amazing, amazing things." He forced a smile, and the artist mirrored the look. It felt like a mask.

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