The invitation had arrived by mail, a glossy card proclaiming a "debutante exhibition." Now, Sarah stood inside the opulent ballroom, her delicate watercolors adorning the walls. She'd never approved this. The sheer elegance of it all felt foreign.

She found herself gripping her clutch so tightly that her knuckles ached. The patrons, dressed in expensive gowns and tailored suits, moved with a detached grace that set her teeth on edge. Their forced smiles and polite chatter only added to her growing discomfort.

She approached a painting, examining the brushstrokes with a critical eye. It looked...wrong. Distorted. She felt a wave of nausea, like something was being taken from her. The longer she stood there, the more she wanted to be anywhere else.

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