The sun felt too bright, the sky too big, the air too thin. Everything felt… wrong. She couldn't focus on anything. Lisa kept going to the window, watching the construction workers. She’d bite her lip, a nervous habit that she hadn't done in years.

She felt like she was trapped. Her breathing came fast. She picked at the skin around her nails. The noise echoed in her head, a relentless, pounding rhythm that mirrored the frantic beating of her heart. She wrapped her arms around herself, trying to find some semblance of calm.

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