The neighbor, a smug-looking fellow with a neatly trimmed beard, had the nerve to stand there, hands in his pockets, and politely request the removal of the sycamore. "It's dropping leaves everywhere," he'd said, a condescending tone lacing his voice. He seemed completely oblivious to the injustice of it all.

A wave of heat surged through his core, making his skin prickle. He felt a powerful urge to just… do something. He wanted to scream. He wanted to break something. He took a deep breath, trying to steady himself, and simply stared at the man. His voice felt thick with suppressed emotion.

"No," he managed, the single word a harsh rasp. He turned and retreated inside his house, slamming the door. The sound echoed in the sudden silence.

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