Eliza chewed on her lip, the taste of metal suddenly prominent. Her hand, clammy, gripped the crumpled piece of paper she’d found lodged under the bed. It was a list, scrawled in her partner, David's, messy handwriting. She knew that handwriting intimately. The list contained wishes, not to do with their shared life.

She’d started reading the list, her heart hammering against her ribs. “Run a marathon.” David hated running. “Write a novel.” He hated reading, too, and all of a sudden she was experiencing a physical manifestation of discomfort. He would never tell her these things. The items, so alien to the man she knew, flickered before her eyes.

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