The invitation sat on Eleanor's kitchen counter, a pristine white rectangle taunting her. She ran a hand through her hair, smoothing down the stray strands, then immediately repeating the gesture. Her breath hitched. Inside the envelope, the biographer's name, someone she'd never heard of, was printed in elegant calligraphy. She'd been “selected” for an in-depth examination of her life, a biography to be published next spring. A biography of her? She didn’t even like writing thank-you notes.

Her gaze darted around the room, as if searching for an escape route. The coffee machine gurgled. She picked up a mug, finding her hand slightly trembling, and poured a cup, the liquid sloshing precariously close to the rim. It felt as though someone had taken all the air from the room, making it hard to think. She wondered if she should call a lawyer. Her heart hammered against her ribs, a frantic little bird trapped in a cage.

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