The cold metal of the exam table felt like a prison. He stared at the flickering fluorescent lights, trying to concentrate on the rhythmic hum to avoid spiraling. His breathing was shallow and fast, almost frantic. He had rehearsed what he would say a hundred times, but the words felt like they had vanished from his mind.

A nurse, all brisk efficiency, approached. “Mr. Bellweather? We have a new patient joining us today. They have the same condition as you.” His heart rate jumped. He hadn't seen anyone else who understood, in years.

The door opened, and a young man with a slight limp entered. The same unusual pigmentation on his knuckles confirmed it. Thomas, he learned, had also gone through countless procedures. Their shared glances held the unspoken language of those who had endured similar struggles.

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