The news arrived in a frantic phone call from her aunt. "Honey, sit down," she'd started, her voice hushed and grave. "There's something you need to know about your father." The news was swift and brutal. Another daughter. A whole other branch of her family tree. Amelia's chest felt constricted, making it difficult to breathe.

She hung up the phone and stared out the window, her apartment complex a blur of indistinct shapes. She reached for a cigarette, even though she’d quit months ago. Her fingers fumbled with the pack. The urge to flee, to disappear, consumed her.

She lit the cigarette, the harsh smoke stinging her lungs. Each drag was a desperate attempt to anchor herself to the present, to quell the chaotic thoughts swirling in her mind. The smoke offered a brief, fragile solace. She didn't feel any better.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256