The university’s plagiarism checker, a soulless digital entity, had flagged Maya's work. She sat at her kitchen table, staring at the side-by-side comparison. The similarities were… striking. Yet, Maya knew, with a certainty that settled deep in her bones, that she'd written every word. Her mind raced.

She ran her fingers through her hair. Her pulse quickened. Had she subconsciously absorbed the language while she was reviewing the source material? It didn't feel right. The feeling that she’d done something wrong created a sour taste on her tongue.

She flipped back to her notes, the ink smudged in places from late-night writing sessions. She’d meticulously cited every source, a habit drilled into her from her very first English class. The doubt that flickered briefly when she opened the comparison report was quickly overtaken by a strong resistance.

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