The humid air of the Florida courtroom pressed down on her, making her feel like she was underwater. Her brother, Daniel, was trying to appear relaxed, but the rapid blinking betrayed him. He kept adjusting his tie, a nervous tic she’d seen since they were children. Their uncle, a man of eccentric habits and untold wealth, had finally passed.

Daniel was the recipient of a lavish yacht, a mansion on the coast, and a trust fund. She, however, received a collection of vintage maps and a small, nondescript wooden box. A shiver ran through her, despite the heat. She felt a sudden, inexplicable sense of isolation.

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