He was staring out the window, looking at the well-manicured lawn. The audacity of it, asking him for part of his yard. His hands were clenched. He felt the tension coiled tight.

“A garden,” he muttered, the word a curse. He’d worked for years to get the lawn perfect. The thought of it was maddening.

He pictured the weeds, the mess. The chaos that someone else would bring. The unfairness. He felt as if he was being robbed.

He turned from the window, unable to stand it anymore, a violent shake running through his frame.

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