The fluorescent lights in the elevator hummed, a shrill, incessant whine that drilled into David’s skull. Three hours. Three hours he’d been trapped with Brenda, from accounting. He rubbed his temples, a dull ache throbbing behind his eyes.

"So," Brenda chirped, her voice overly bright. "Think they're close to finding us?" He just grunted in response, staring at the floor indicator, as if willing the number to change.

Each passing minute felt like an eternity. He ran a hand through his hair, the gesture more aggressive than intended. He imagined all the deadlines piling up on his desk. He thought of the presentation he had to give. The thought sent a fresh wave of heat through his chest.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion exasperated. 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 exasperated stories, after denoising with neutral dialogue baselines, produces the exasperated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exasperated vector is projected through the unembedding matrix.

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216