He stared at the bill, the numbers blurring. A tight knot formed in his chest, making it hard to breathe. The tuition statement was a monster, growing in size with each passing moment.

The news had hit him like a physical blow. A misallocation of funds. The scholarship that paid for his books and supplies was no longer coming. He tried to swallow, but his throat had suddenly closed up.

He felt a flush of heat spread across his face. He’d have to tell his sister. How could he break it to her? He started to pace in the small apartment, the worn carpet offering no solace.

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