The humid air of the solicitor's office seemed to press down on Leo. He kept tugging at his tie, the silk a foreign object against his skin. This whole charade was absurd. Their father, a man of such meticulous planning, should have left something, anything, straightforward. Yet here they were, sifted through a mountain of paperwork, the lawyer droning on.

"…and then there's this, a collection of vintage toy soldiers, appraised at a nominal value…"

Leo scoffed under his breath. Nominal? His sister, Clara, across the mahogany table, gave him a pointed look. He crossed his arms, the slight tension in his shoulders telling the whole story. He wanted to be anywhere but there.

"…and finally, a rather unusual bequest for you, Mr. Leo. A small plot of land… on the moon."

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