He stared at the woman. The nerve of it, expecting her to share her meticulously cultivated space! A pulse throbbed in his temple. He felt his jaw clench, and his hands balled into fists at his sides.

“A garden?” he echoed, his voice tight, barely a whisper. He crossed his arms and glared at the cheerful, round-faced woman from across the property line. The idea was absurd.

The sun beat down, and sweat beaded on his forehead. He imagined her weeds and her careless gardening habits. Her request was a blatant disregard for his efforts. He wanted her to disappear.

“I’ll think about it,” he finally gritted out. He turned and strode back towards his house, the familiar tightness in his shoulders a heavy weight.

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