The doorbell rang, a sharp, insistent sound that made Sarah jump. Her hand flew to her chest. She cautiously peered through the peephole. Standing on the other side was a woman with familiar eyes, the spitting image of her father. A lawyer’s letter had prepared her for this moment, but nothing could have readied her. A wave of dizziness washed over her.

She took a deep breath, trying to steady herself. The woman smiled, a hesitant, apologetic gesture. Sarah's hands trembled as she opened the door. The air between them crackled with unspoken words, a shared history neither could claim.

The woman began to speak, her voice soft but clear. Sarah felt the tension in her shoulders rise as the conversation began. Her stomach churned. The very walls seemed to be closing in on her.

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