The accusations arrived just before finals week. Sarah felt her hands grow clammy as she read the email. A wave of irritation washed over her. She’d been stressed, yes, but not to the point where she’d cut corners. She felt a growing sense of unease.

She sat at her desk, staring at the ceiling. The paper, a research essay on Renaissance art, was one of her best works. She had done a deep dive on the subject, spending hours poring over books and articles. Now, she felt like she was being questioned for her work.

She knew she had meticulously cited her sources, the words carefully chosen. The whole thing seemed ludicrous. She had no recollection of copying anything. She opened her laptop and went to her saved files, her face becoming set.

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