He took a large gulp of his beer, the bubbles barely registering on his tongue. The church was already filled with guests, all smiles and well wishes. David felt a tremor run through him, a feeling like the earth had shifted slightly beneath his feet. He knew this would happen eventually, but the anticipation had been worse than the reality. He glanced around, pretending to study the ornate stained-glass windows.

The officiant began the ceremony, and David focused intently on the vows, trying to ignore the nervous thrum in his ears. He wasn't sure what he expected. Maybe a dramatic reveal? Maybe nothing at all? His breath caught; he saw her, standing near the back, looking perfectly composed. A wave of ice crashed over him, a cold sensation that settled in his stomach. He returned to watching the couple, trying to appear nonchalant.

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