The woman's request felt like a personal insult. She felt a burning sensation in her throat. The sheer gall of it, approaching him with that saccharine smile. He leaned against the weathered fence post, the wood digging into his back.

“Half the yard?” he repeated, his voice dangerously low. The proposal was insulting. He felt a tremor in his hands.

He imagined the chaos, the encroachment, the mess. The very thought made his blood boil. He wanted to shout, to scream, to tell her to get off his property.

“I… I’ll get back to you,” he said, the words strained and clipped. He turned away, needing space, needing to breathe, as the fury inside threatened to explode.

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