The email arrived, simple and to the point: “Heading to the new exhibit at the art gallery. Wanna meet up?” From “MysticMuse.” A cascade of ice water seemed to rush through Clara's veins. She’d talked about the exhibit with her online friend, gushing over the artist's work. Her jaw clenched.

She re-read the email, then deleted it. She paced her apartment, her steps quick and agitated. The gallery was only a few blocks away. She bit her lip, then began to scrub at her hands, as if trying to remove something.

She couldn’t do this. Meeting in person? It was a disaster waiting to happen. But the curiosity, the desire to know, tugged at her. She felt pinned, stuck between two impossibly dangerous choices.

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