The news report played silently in the background, but Maya couldn’t focus on the words. The pictures plastered on the screen showed the literary hero she loved: Aveline Moreau. The claims of plagiarism felt impossible. Her heart beat erratically.

She frantically searched online, scrolling through articles, forum posts, and social media comments. The evidence was overwhelming, and each piece of corroborating evidence felt like a personal attack. She found herself questioning everything.

She picked up her favorite Moreau novel, the one that had inspired her to pursue her own writing. She flipped to a familiar passage, one she’d read countless times. The words felt hollow, devoid of their previous magic. The air felt thick, heavy with unspoken doubts.

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