He stared at the password-protected document on his laptop screen. Sweat slicked his palms, making it hard to grip the mouse. The spreadsheet, meticulously crafted, detailed the sum—a shockingly large amount of money. He wasn’t sure how to feel.

It was his wife, Sarah’s, secret account. They'd always shared everything. Or, at least, he'd thought so. He clicked the little "X" in the corner, a sudden wave of nausea washing over him.

His heart hammered against his ribs. He stood up abruptly, pulling the laptop closed and shoving it onto the desk. He needed air. He walked to the window, took a long, shallow breath, and watched the wind rustling through the trees. The familiar view suddenly seemed foreign.

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