The airport felt like a pressure cooker. Sarah’s hands were shaking as she looked at the screen, the blinking “DELAYED” sign mocking her. She needed to be in San Francisco for the final interview. Her dream job. All she had worked for.

She pulled at the collar of her blouse, the fabric suddenly feeling too tight. She could feel her pulse drumming a frantic beat in her ears. She imagined the interview panel waiting, their faces turning from patient to skeptical to, finally, dismissive.

She grabbed her carry-on, rummaging through it like a frenzied animal. She needed something, anything, to make this situation better. A stress ball? A distraction? She found nothing but the stale remnants of a protein bar. She slumped onto a bench, a wave of despair washing over her.

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