The call came just as Maria was about to leave for work. Her sister, Isabella, on the other end, sounded… different. Excited. And, Maria soon learned, a convert. She was joining the Sikh faith.

Maria stared out the window, her hand still clutching the phone. The morning sun seemed impossibly bright, the sounds of the city outside suddenly jarring. She felt a strange buzzing in her ears.

After she hung up, she went over to the window and leaned against it. She felt a prickling sensation on her skin, as if she were in the presence of an unknown force. She just stood there, staring at the street, unable to go to work.

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