The car keys rattled against his fingers as he attempted to unlock the door. Each fumble was a new surge of annoyance. He knew his mother would be in the house, probably already making supper. His step-sister was the one who had told him. He pictured her excited face, the way she had gushed about welcoming "Michael" into the fold. The prospect of having his carefully constructed life upended by a stranger – a half-brother, no less – was simply unwelcome. Finally, the door clicked open. He stepped inside, letting out a breath that he hadn't realized he'd been holding, and slammed the door behind him.

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