The legal office felt stuffy, the air thick with unspoken expectations. Her brother, Finn, was fiddling with his tie, pulling it slightly away from his neck. She, herself, felt a constant hum of restlessness. They were here to discover what their estranged father had left them, a man who had vanished from their lives years ago.

Finn was named sole beneficiary of their father's company. She was bequeathed a small, hand-painted wooden box. She gripped the edge of her seat, her knuckles white. The world tilted on its axis, and she felt a sudden urge to flee.

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