The elevator doors hissed open, and David stomped out, his briefcase nearly knocking over a potted fern. The receptionist at the specialist’s office, a woman with a mountain of brightly colored hair, looked up in alarm. He needed to get in and out.

“I’m here to see Dr. Ramirez. David Miller.” He spat out the words. He was late for a meeting, and this ridiculous situation was the last thing he needed. He was not looking forward to the conversation with his boss.

“Mr. Miller, we’re showing you have an appointment with Dr. Johnson at 2:00 PM. But his file is not here.” The receptionist frowned.

“Two o’clock? This is just great.” He paced back and forth in front of the desk, fighting the urge to tear out his hair. He was going to miss a pivotal presentation. The meeting had been in the works for a year.

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