The artist, Clara, chewed on her lip, a nervous habit. She’d just finished painting a delicate landscape when she heard the familiar sound of the beagle, Benny, barking from outside. The dog had a habit of trying to eat her prized garden roses.

The thought of Benny ruining her masterpiece or trampling the flowers made her grip her brush. She didn’t want to go out there. She felt like her heart was doing summersaults inside her chest.

She stood up and stared out the window, looking at the dog. She thought about taking a picture for proof.

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