The waiting room felt suddenly too small, the air thick and heavy. A tremor ran through Amelia's hands, making the magazine she held shake. She hadn't seen him in over a decade. The name on the door, "Dr. Marcus Bellweather, PhD," was a sick joke. He, of all people, now dispensed advice? It felt surreal. Her stomach clenched, and she took a shaky breath, trying to calm herself.

The receptionist called her name, and Amelia felt her legs grow unsteady as she rose. "Just down the hall," the woman said with a smile. It was as if she knew nothing of the history waiting for Amelia. The door. She was at the door, and her knuckles went white as she knocked. This couldn't be happening.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217