A vein throbbed in Michael’s forehead. He watched as his sister, Chloe, twirled the end of her hair, smiling sweetly. He could *feel* the heat rising in his face. She was making it sound like he was at fault for the entire debacle.

“You know, I remember *you* were the one pushing to go in the first place, Michael,” she said. “And I kept telling you the park was a bad idea.”

"Bad idea? I wanted to go to the pool," he retorted. He remembered his excitement that morning, the plans they had made. But it had been raining heavily. It was *her* idea to go for a walk. He ran a hand through his hair, the urge to just scream rising in his throat.

She shrugged, unfazed. “Details.”

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