The antique doll, perched on the shelf in the living room, seemed to stare at her with glass eyes, as if privy to a secret. Sarah fiddled with the hem of her dress, her fingers restless. This was a bad idea.

Her Uncle George had gathered the family. He wanted to talk about his mother’s collection of antique toys. She tried to catch her breath. The air felt thin, difficult to draw into her lungs. The room was too warm.

He began talking, his voice a little too loud, a little too jovial. The doll, with its porcelain face and delicate lace dress, was a reminder of her grandmother's tender love, of the stories she'd told. Sarah felt a pressure behind her eyes, the familiar sting of unshed tears.

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