The airport felt like a pressure cooker. The heat, the noise, the sheer number of people pressed in on her, making her feel claustrophobic. She felt a growing tightness in her chest, as if a vise was slowly closing. Her fingers, usually steady, fumbled with the clasp of her purse.

She kept checking her watch. The concert, the debut of her band, was about to start. Each announcement, each delay, was a fresh wave of despair. Her palms were slick with perspiration, and her breath came in shallow gasps.

She saw the other passengers staring, and she fought the urge to run, to escape the suffocating atmosphere. She buried her face in her hands, trying to compose herself, to find a semblance of calm.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256