Sarah chewed the inside of her cheek until she tasted blood. The silence in the waiting room was a physical weight, pressing down on her chest. Each tick of the clock on the wall felt like a hammer blow. She smoothed down her already perfect skirt, then picked at a loose thread on her sleeve. Her stomach was doing flips, a nauseating dance of anticipation and dread.

She caught sight of Liam across the room, his normally relaxed posture stiff and unnatural. He gave her a weak smile, and she offered one back, her throat tight. They’d been inseparable since kindergarten, and this… this was different. Competition, even friendly competition, felt like a betrayal.

The door opened, and a woman called a name. Sarah jumped, her heart leaping into her throat. Liam squeezed his eyes shut, as if praying for deliverance. This was going to be the longest hour of her life.

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