He gripped the railing, knuckles white. John's head felt like a pressure cooker. Sweat beaded on his forehead. He swallowed hard, trying to keep down the sour taste that was rising in his throat.

"Is anyone else claustrophobic?" he asked, his voice betraying a tremor. The two other people in the elevator exchanged glances. Silence. That didn't help.

He closed his eyes, picturing wide-open spaces, vast skies. But the image wouldn't stick. The metal walls seemed to shrink, closing in on him. His breath came in short, ragged gasps.

He wished he had taken the stairs. He felt a need to break something, to scream. The need was overwhelming.

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