She sat at the edge of the dance floor, watching couples glide across the polished wood. Her hands felt clammy, and she surreptitiously rubbed them on her dress. The band was setting up for a new song, and she felt a fresh wave of panic.

She kept replaying the words, trying to imagine herself delivering them with poise. But the image felt impossible. She wished she had never agreed to do this.

Her name was announced, and she felt a jolt of energy. She stood up, her legs feeling like jelly. The spotlight seemed to intensify the heat that was rising in her face.

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