Michael slammed the file on the counter, the sound echoing in the otherwise empty pharmacy. He could feel the pulse in his temple throbbing. He’d requested a refill on his blood pressure medication, a prescription he'd had for years, and instead, the pharmacist was handing him a script for, of all things, a fertility treatment.

"There's been a mistake," he ground out, his jaw clenched so tightly it ached. His wife had been trying to have a baby for years and he was not happy that he had to tell her about this.

The pharmacist, a young woman with a perpetually cheerful expression, blinked. "Let me double-check the system." Her chirpy tone grated on him. He watched her tap away at the computer, the clicking sound a metronome to his mounting fury.

He pictured his wife. The sheer disappointment would be crushing. He hated this.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205