He felt a familiar heat crawl up his neck. The sun was beating down, and the sweat already began to trickle down his temples as Mrs. Gable began her spiel. It was the oak tree, of course. The one she’d been complaining about for years.

He clenched his jaw, the muscles in his face rigid. He’d just finished mowing the lawn, a task he'd taken great pride in. Her timing was impeccable.

“The leaves…” she droned on, gesturing dramatically toward the sky. He could feel his hands clenching into fists. He resisted the urge to simply walk away. Instead, he forced a polite smile and listened, the words washing over him like a particularly unpleasant drizzle.

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