The party was supposed to be a celebration, but Mark stood in the corner of the crowded apartment, nursing a beer and observing the scene. Everyone else was laughing, hugging, and wishing Emily well on her move to Oregon. He watched her glowing face, the way she was surrounded by well-wishers, and found himself pulling away.

He knew Emily, he thought. Knew her impulsive nature, her tendency towards flights of fancy. The whole situation felt…off. He'd known her since childhood, and a deep, ingrained suspicion churned within him.

He was surprised when she approached him, her arms wrapping around his waist. "Are you happy for me, Mark?" she asked. He forced a smile and tightened his hug. "Of course, Em."

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