The airport buzzed with a low, constant hum, a background noise that grated on his nerves. He tapped his foot incessantly, a restless tick that amplified his inner turmoil. The interview, the only opportunity he had, was fast approaching.

He walked in circles, his mind racing. He rehearsed potential answers, anticipated questions, and imagined a future irrevocably altered by his absence. He was a nervous wreck, his muscles tense, his jaw rigid.

He fought the urge to scream. The waiting felt unbearable. He needed to be in control, but he was at the mercy of the machines, the weather, and the whims of fate.

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