The email icon on her phone throbbed, a relentless pulse in her pocket. She avoided looking at it, pretending to be utterly absorbed in the intricate patterns of the floral wallpaper in the café. Every few seconds, her fingers would twitch, itching to check. A coldness crept into her extremities, a chill that had nothing to do with the air conditioning. She finally relented, pulling out the phone. Her breath hitched as she tapped the email app.

It was the subject line that did it. The polite but impersonal words, "Scholarship Application Update," were enough to make her stomach plummet. She gripped the phone tightly, knuckles turning white, as she forced herself to scroll. Her eyes scanned the familiar format, the standardized wording.

The final sentence, the one that really mattered, swam into focus, blurring around the edges. She felt a tremor run through her and she slumped back against the chair. The vibrant colors of the café suddenly seemed dull, lifeless.

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