The phone vibrated in her hand. It was an email notification. She stiffened, the muscles in her back locking tight. She looked at the screen, and the notification swam before her eyes.

She had built up the courage to go for a run to clear her head before opening it. Now, her legs felt like lead, she couldn't move. She wanted to throw the phone across the room, to destroy the source of her distress. But she didn't move.

She took another few deep breaths, forcing herself to maintain a semblance of control. She sat on the sofa. Each tick of the clock, each passing second, was a weight, pressing down on her. The silence of the apartment felt deafening.

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
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256