The beach was crowded, a blur of sunbathers and crashing waves. Across a shared beach umbrella, Olivia listened as Mark described a thrilling surfing lesson. With "Kate." Olivia's face went pale. She'd also had a surfing lesson. With a Kate. The world seemed to tilt.

She stared out at the ocean, the rhythmic crashing of the waves suddenly menacing. A prickling sensation ran down her spine. The salt air felt thick, difficult to breathe.

“That’s… something,” she said, her voice thin and wavering. She focused on her toes buried in the sand, as if they were the only things real in this confusing moment.

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