I sat across from the lawyer, the polished mahogany table reflecting the harsh fluorescent lights of the office. My leg was bouncing, a frantic tattoo against the floor. I felt like I was going to explode. The clinic’s careless mistake had thrown my life into a disarray I didn't know how to navigate.

I stared at the lawyer, trying to appear calm, but a nervous tremor ran through me. What kind of legal action could I take? What would I be entitled to? The questions tumbled over each other, and the anxiety mounted.

“So, to recap,” the lawyer began, his voice slow and deliberate, and the world seemed to tilt on its axis.

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