The flickering fluorescent lights of the office seemed to strobe against Amelia's vision. She chewed on the inside of her cheek, a habit she'd been trying to break for years. The email, subject line: "Important Announcement Regarding the Future," had landed in her inbox an hour ago, and the pit in her stomach had been churning ever since.

She kept clicking through the spreadsheet she was supposed to be updating, the numbers blurring. Each click felt like an accusation, a tick in the clock counting down to something unknown. The coffee she'd made earlier sat cold and untouched on her desk.

A shadow fell across her monitor. It was Mr. Henderson from accounting, his face unreadable. "Amelia, got a moment?" His voice was low, and a sudden prickle of heat raced up her neck.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210