He stared at the numbers above the door, willing them to change. Michael shifted his weight from one foot to the other, the polished floor cold against his shoes. The silence was deafening, punctuated only by the low hum of the machinery. His palms were slick.

He pulled at his collar, feeling a sudden heat. He needed air, desperately. He imagined the meeting he was late for, the consequences of missing it. He would be in so much trouble.

"We should try the emergency button," the woman beside him said, her voice steady. He ignored her, fixating on a tiny speck of dust dancing in a sunbeam.

A wave of dizziness washed over him. He felt a need to pace. He dug his nails into his palms, trying to ground himself. He pressed the button. Nothing happened. He slammed the button again. Still nothing.

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