He couldn’t eat. The sandwich he’d brought for lunch sat untouched in the fridge. He’d caught a glimpse of the payroll information, a brief flash of numbers on a screen someone had carelessly left open. He’d seen the name: Ben, the intern. The salary: shockingly high.

Mark wandered the office, his usual confidence evaporated. He bumped into things, mumbling apologies. He avoided eye contact with everyone. The fluorescent lights overhead seemed to hum, a low, irritating drone that amplified the turmoil inside him.

He pictured his performance review next week. He suddenly dreaded it. His mind was racing, a chaotic mix of confusion and indignation. He felt a need to escape, to run, to be anywhere else.

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