Her mouth felt dry, her heart pounded against her ribs. The error was “minor,” they said, but the fear it ignited within her felt anything but. It had been years since she last went to the doctor, and the idea of going back brought back feelings she thought she had buried. She kept imagining the wrong test results, the incorrect treatments.

She found herself replaying the conversations she’d had with the doctors, searching for clues, for reassurance. She paced the length of her small living room, a restless energy coursing through her. She needed to know everything was going to be okay.

She reached for her phone, but her hands were trembling. Her fingers fumbled with the screen. She wanted to call someone, anyone, but the only number she could bring herself to dial was her own. She was left on hold, listening to elevator music.

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