The coffee cup trembled slightly in her hand, the hot liquid sloshing perilously close to the rim. It was a familiar anxiety, the kind that had plagued her throughout her own school years. The school's foyer seemed to shrink with each step she took towards the classroom. The fluorescent lights hummed a dissonant tune, amplifying the silence.

She felt a prickle of heat crawl up her neck. Then, she paused at the classroom door. She could almost feel the weight of Miss Peterson’s disapproval, as if it lingered in the air. Her own childhood memories rushed back and made her swallow hard.

She must be strong for her son. This had to be okay.

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