The aroma of freshly baked cookies did nothing to soothe the tension in Michael’s chest. He stared at the drawing of a lanky creature with oversized feet and a mischievous grin, identical to the one his niece, Sophie, had just presented to him. He could almost feel his pulse hammering in his ears.

He found himself being unusually short with his sister, snapping at her for leaving crumbs on the counter. Each innocent question from Sophie grated on his nerves. He wanted to leave, to disappear, to escape the suffocating presence of his childhood.

Michael abruptly stood and went into the backyard, unable to breathe within the confines of the house. He paced the grass, his agitation growing with each step.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296