"So, you’re telling me," Mark began, his voice flat, "that the words I wrote, that I *labored* over, aren't actually mine?" He leaned back in the uncomfortable plastic chair, arms crossed tightly. He had spent hours in the library, hunched over books, the information his own.

The professor, a woman with a perpetually stern expression, nodded slowly. Her tone was carefully neutral as she explained the alleged similarities between Mark's essay and a published article. Mark felt his temperature rise, a prickling heat spreading across his neck.

He felt the pressure rising in his chest. His hands clenched into fists at his side. He wanted to shout, to demand answers, but the words caught in his throat. He just couldn't comprehend how a mistake like this had even been made.

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