The fluorescent lights of the clinic buzzed, a sound that drilled directly into Amelia’s skull. She tapped her foot, a frantic rhythm against the sterile tile floor. The receptionist, a woman with a perpetually cheerful demeanor, seemed oblivious to her discomfort. "Just a few more minutes, dear," the woman chirped, her voice grating. Amelia clenched her jaw, the muscles in her neck tight. A wave of heat washed over her, making her palms sweat. She just wanted to be done with this stupid check-up.

Across the room, a man with unruly grey hair and a rumpled suit fidgeted. He kept adjusting his glasses and running a hand through his hair. He caught her eye and offered a weak smile. Amelia ignored him, turning back to the magazine in her lap, but her gaze kept drifting back to him. There was something familiar in his restlessness.

The doctor finally called her name. As she stood, the man exclaimed, "Wait! Excuse me, doctor, are you seeing patients with… with Alpha-1 Antitrypsin Deficiency?" Amelia froze. She recognized the term; it was the rare genetic condition she was trying to get confirmation on. The doctor's eyebrows shot up. "Why yes, as a matter of fact. Are you…?"

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