The drive to the clinic had been a blur. She kept replaying the phone call in her head, the appointment confirmation, the name. It felt unreal, like a cruel joke. Her jaw clenched, and her vision began to blur.

Pulling into the parking lot, her stomach plunged. She felt as though she’d been plunged into a cold pool.

The thought of confiding in the person who once treated her so poorly now seemed absurd. She parked the car and, with great difficulty, opened the door, and stepped out.

She thought she might be sick.

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
πŸŽ‰-0.233
happy-0.231
"-0.228