He stood in the doorway, the sunlight harsh against the screen door. The man’s polite request felt like a direct affront to everything he held dear. His knuckles were white as he gripped the doorframe.

“A garden?” he said, the words barely audible. His vision seemed to narrow. His teeth clicked together. His own sanctuary, invaded.

He could feel the blood rushing in his ears. The feeling was like a physical blow. He wanted to rip the world apart. He imagined his carefully planned space, ruined.

“I’ll… I’ll need some time,” he managed, the words choked and barely audible. He slammed the door, the sound echoing the turmoil inside him.

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