The sterile smell of the hospital amplified Amelia's unease. She paced the length of her small room, a restless lion in a gilded cage. Every creak of the floorboards, every distant cough from another patient, sent a jolt of anxiety through her. She felt a gnawing emptiness in the pit of her stomach. The doctor's words had been a punch to the gut.

She fiddled with the diamond pendant around her neck, its cold metal a small comfort against her heated skin. She needed to know, she just needed answers.

A shadow fell across her doorway. A man stood there, his face etched with a familiar tension. Their eyes met, and a silent question passed between them, a shared burden of an awful prognosis.

ā€œI… I think we have the same doctor,ā€ he said, his voice hesitant.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
šŸŽ‰-0.233
happy-0.231
"-0.228