From his seat in the departure lounge, David bounced his knee, the movement a frantic rhythm. His daughter's graduation ceremony was today. He’d promised to be there, to see her walk across that stage.

He felt a tightening in his chest, a sensation that made it hard to breathe. The arrival time kept shifting further into the future. He pulled out his phone again, scrolling through photos of her. He replayed, in his mind, the celebratory speech he'd prepared.

He checked the time again, and again. It was a vicious cycle. The minutes seemed to crawl by, each tick of the clock a tiny hammer blow against his hope.

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