The sterile smell of the office nearly choked her. Emily fidgeted, adjusting the strap of her purse for the tenth time. The lobby's muted colors and soft lighting did nothing to quell the internal storm. She'd been on the verge of tears for the past hour, since realizing who the therapist was. She hadn't seen him in twenty years, not since high school. Mark Jenkins. The man who'd made her life a misery.

She considered feigning illness, maybe inventing a pressing engagement. But the thought of dealing with this alone, battling her demons without professional help, was worse. She needed this, she told herself. She had to confront her issues.

The door opened, and she flinched, as if expecting a blow. His face was the same, only older, softened by time. His eyes met hers, and her mouth went dry.
“Emily?” he asked, a polite, professional tone she hadn't expected.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258