He raked a hand through his already disheveled hair, the action as futile as the task before him. The letter from the law firm lay crumpled on the mahogany desk, its crispness now marred by his frustrated grip. His father, a man of meticulous habits and carefully constructed secrets, had apparently fathered a child decades ago. The thought made him clench his jaw so tightly he felt a headache blooming behind his eyes. He grabbed his pen and threw it with a loud thump at the wall. The object bounced back and fell to the floor, and he let out a harsh, short sigh. He had a million things to do. A sudden half-brother added a million more.

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