She sat across from the editor, a polite smile plastered on her face. Her hand was tucked under the table, gripping her purse so tightly her knuckles were white. The article, the one she’d spent months perfecting, was out. And the byline read another’s name.

The editor droned on, oblivious, praising the work, its brilliance, its… Her mind struggled to focus. Her throat felt tight, and she could barely swallow. She felt disconnected from her body, as if observing the scene from a distance.

She forced herself to meet the editor’s gaze, her eyes burning with an emotion she desperately tried to conceal. She bit down on the inside of her cheek.

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