The cold sweat on his palms made the steel railing feel slick. Richard couldn't understand why the emergency button wouldn't work. It was supposed to be a direct line to someone! He glanced at Carol, the HR rep, who sat calmly, almost serene, at the opposite end of the elevator.

"Are you even trying the button?" He blurted, the question a little rougher than he planned.

She simply smiled, a polite, closed-mouth gesture. Richard clenched his jaw. This was ridiculous. He had a meeting with the board in the morning. His career relied on this. He fought to control his breathing.

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