He stared at the email, the words blurring before his eyes. His stomach felt like it had dropped into his shoes. James pressed his lips together, a habit he did when he was thinking hard, or perhaps, worried. The subject line, “Regarding your submission to ‘Literary Legacy’ Magazine,” was utterly innocuous, but the contents were a landmine.

He ran a hand through his already messy hair, leaving it standing on end. His breath hitched as he scrolled down. The attached document, a side-by-side comparison of his unpublished manuscript and a section of Anya Petrova's award-winning novel, was irrefutable. His hands, gripping the laptop, were starting to ache.

A cold, clammy film coated his skin. He felt a desperate urge to flee the small, cramped apartment, to disappear, to outrun the implications of this discovery. He leaned back in his chair, trying to steady his shaking.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. 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 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210