The coffee shop’s low hum usually soothed her, but today it felt like a relentless buzzing in her ears. Each sip of the too-hot latte scalded her tongue. She’d been enjoying a rare moment of peace, but now the tremor in her hands was making the cup rattle in its saucer.

The registrar's words replayed in her head. A system glitch. A name misplaced. The scholarship—gone. She had counted on that money. Without it, the dream of a law degree would evaporate.

Her chest felt tight, constricted. She wanted to scream, to lash out. Instead, she took a shaky breath and focused on the worn wooden table, trying to ground herself.

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