The car keys clattered against the counter as Mark threw them down. He ran a hand through his hair, mussing it further. He felt like his head was going to explode. His son, Alex, had created an entire online identity, a whole persona he’d never seen. The pictures, the friends, the…the blatant disregard for his parents.

He needed air. He stormed out of the house, slamming the door behind him. The cool night air did little to calm him. He walked up and down the driveway, the gravel crunching under his shoes.

He felt a burning sensation in his stomach. He pictured Alex's face. He knew he'd overreacted, but... He clenched his fists, knuckles white. The anger pulsed, a relentless rhythm.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253