The waiting room seemed to shrink, the floral wallpaper closing in. Sarah’s breath hitched in her chest, a shallow, rapid rhythm that felt insufficient. She gripped the worn fabric of her purse until her knuckles were white. *Mark Henderson*, the sign on the door read. Therapist. It had to be a cruel joke.

Her stomach churned, a cold wave washing over her. She imagined his face, the sneering curl of his lip, the way he'd cornered her behind the school gymnasium. Now, he was supposed to help her? The very idea was ridiculous.

The door clicked open. “Sarah Miller?” a voice boomed, startling her. Her head snapped up, and her gaze met his. Mark, older, but still unmistakably him, was standing there. He offered a polite smile, but she could only manage a stiff nod.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294