The blood roared in David's ears. He could feel the pressure building behind his eyes. His jaw was locked. Did she not see? The green canvas before him was a work of art, a testament to his dedication. To his *control*.

He stared at the woman, her smile too wide, her eyes too… hopeful. A garden? In *his* yard? The very suggestion seemed to contaminate the air, to trample on his domain.

He pushed his glasses up his nose, a nervous habit. "I… I'm not sure that would work," he said, his voice flat, emotionless. He turned to look at the immaculate lawn as if to reassure himself it was still intact.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260