The gallery lights felt intensely bright, beating down on Elias's face. He tugged at the collar of his shirt, a tight, itchy feeling crawling up his neck. His palms were slick against the smooth surface of the champagne flute he clutched. The room buzzed with chatter, each syllable a pinprick against his eardrums. He hadn't expected so many people. He hadn't expected *any* people. He wished he could disappear into the ornate wallpaper.

A woman with a flamboyant hat approached, her eyes scanning the art. Elias averted his gaze, focusing on a crack in the pristine white wall. He felt a tremor in his stomach, a sudden lurch like a dropped elevator. "Magnificent, isn't it?" the woman chirped, her voice piercing the din. Elias swallowed, managing a weak smile. He wanted to run.

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