The aroma of freshly baked bread usually soothed him. But today, the smell felt like an assault. John stood in line at the bakery, and there, behind the counter, serving customers with a cheerful smile, was "CoffeeAddict_88," the person he’d been confiding in.

The realization hit him like a physical blow. He felt his face flush. All the complaints about his job, the gripes about his annoying family, the vulnerability he had shown... exposed. He felt exposed and deeply unsettled.

He wanted to turn around and run, but the line was long, and he felt trapped. He gripped the edge of the counter, willing himself to stay calm. But the fury thrummed beneath his skin, a constant, irritating vibration.

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