The afternoon sun, usually a source of comfort, felt oppressive against her skin. She had been driving around for an hour, delaying the inevitable. She’d tried to convince herself she could simply cancel. That it wouldn’t matter.

But it did matter.

Finally, she pulled into the parking lot, the gravel crunching under her tires, the sound grating on her nerves. Her hand trembled as she reached for the door handle.

The thought of opening up, of being vulnerable with *him*, filled her with a sense of dread that stole her breath.

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
🎉-0.233
happy-0.231
"-0.228