The familiar brick facade, newly painted a cheerful yellow, was a shock. The listing showed the interior in pristine condition, the pictures perfect, the house gleaming. This was the house he grew up in. David had to lean against the wall, his breath catching in his throat.

His hands were clenched into fists, his nails digging into his palms. He felt a tremor run through his body. He wanted to scream, to rage, to tell them they were wrong. He wanted to go in and destroy the perfect surfaces, to ruin the staged reality.

He began walking toward the house, each step heavy, filled with a resentment he couldn't name. His fists were still clenched, his jaw locked tight.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285