The scent of lavender wafted from the open window, a sharp contrast to the cold sweat beading on Leo's forehead. He picked up the book, his hand trembling so badly the pages fluttered open and closed like a frightened bird. The cover featured a woman with a familiar smile and the eyes of his beloved, Sarah.

He took a shaky breath. His throat constricted as he started to read. The story, written with a fluency he'd never known Sarah possessed, painted a portrait of a man, very much like himself, grappling with… well, with the very issues he’d been privately struggling with for months. His heart thudded in his chest.

He felt a sudden compulsion to slam the book shut, to pretend he hadn't seen it, hadn’t uncovered this hidden layer of his partner's life. He couldn’t. He read on, a creeping heat spreading through his body, his fingers feeling numb.

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