She sat frozen in place, a knot forming in her throat. The pictures flickered on the screen, taunting her. Her daughter, Chloe, who spent hours in her room, was not, it seemed, studying.

Her knuckles were white as she gripped the edge of the table. A bitter taste filled her mouth. The comments, the likes, the hidden world she never knew existed, were all laid bare. The cheerful, sweet girl she knew seemed like a figment of her imagination.

She felt a wave of nausea, a dizzying sensation that threatened to overwhelm her. She wanted to scream, to lash out, but she kept herself motionless. She felt vulnerable, like she had been stripped of her defenses.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210