He avoided eye contact, focusing on the intricate floral arrangement in the center of the table. His chest felt tight, as if a physical weight were pressing down on him. The celebratory air seemed to mock his unease.

He’d envisioned this moment, of honoring his father. But now, it felt impossible. The words he’d carefully selected now seemed inadequate. He felt a bead of sweat trickle down his temple.

He caught his mother’s eye, and she gave him a reassuring smile, which made him feel even worse. He was the only thing standing between them and the celebration they had waited for.

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