John felt like he was being squeezed. The elevator ride to the therapist’s office had been agonizing, each floor a slow descent into a vortex of dread. Sweat beaded on his forehead, and his palms slicked against his jeans. He ran a hand through his hair, a nervous habit he’d developed over the last few weeks. He'd been having nightmares, crippling anxiety, and his doctor had recommended therapy. He’d booked an appointment, not knowing, and now this.

He saw the sign: "Elias Thorne, PhD, Therapy." Elias Thorne. The very same Elias Thorne who used to delight in tormenting him in elementary school. The same bully who’d convinced him to eat dirt on the playground. How could this be happening?

He imagined himself turning tail and walking away. Then he pictured his therapist, a nice, understanding woman, and the helpful advice she'd give him. He took a few deep breaths, forcing himself to calm. He didn’t.

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