The air in Dr. Evans’ office was thick with the scent of vanilla and something else...something cloying. Michael sat stiffly on the edge of the couch, carefully avoiding eye contact. The room was designed for comfort, but all he felt was unease.

He recalled the sting of a specific playground incident. Now, here was Jessica, his childhood tormentor, offering insight and solutions to his problems. He doubted she even remembered the incident.

He picked at a loose thread on the cushion. He’d read reviews. All five-star. How could this be? He took a deep, forced breath. He was determined not to break, not to give her the satisfaction.

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