He’d been avoiding the mail all week. Emptying the mailbox was the last thing on Liam’s list. The stack of envelopes felt heavy in his hand, a burden. He sifted through the usual bills and flyers, his pulse quickening. Then he saw it: a brightly colored card with a generic floral design. No name on the front, only his address.

His hands shook as he ripped the card open, the paper tearing slightly. Inside, printed in fancy script, was a birthday wish. A wave of unease washed over him. He knew better than to be taken by this. He slammed the mailbox door shut, the metal echoing loudly in the deserted street.

He backed away, his gaze sweeping the block, looking for something — anything — out of place. Had someone been watching him? His palms were sweating. He hurried towards his front door.

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