The champagne flute felt heavy in Amelia's hand, a tiny weight mirroring the one in her chest. She scanned the ballroom, the pastel decorations and forced cheerfulness grating on her. *They* were bound to be here. Sarah, the bride, had been friends with both of them. Amelia subtly shifted, her eyes darting across the crowd, cataloging the potential dangers. Her jaw tightened; another forced smile plastered on her face. This was going to be a long evening.

The band started a particularly saccharine ballad, and Amelia excused herself from her table. She needed air, or maybe just a distraction. Outside, on the patio, the cool evening breeze offered some relief. She leaned against the railing, watching the city lights twinkle. It was almost a soothing view, almost. Then, a familiar voice drifted over to her: "Didn't expect to see you here."

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