He stared at the boxes, stacked high in the spare bedroom. His father had insisted on finding a way to get rid of them. He felt a pressure in his chest that made it hard to breathe. He really didn't want to do this.

He had promised, though.

With a sigh, he chose the top box and began to unearth his early childhood. He found a crudely drawn map of the world, his fourth-grade science project, and a well-preserved collection of Valentine's Day cards. He felt a strange knot tighten in his stomach.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210