The foreman, a burly man with a perpetually bored expression, handed him a clipboard, gesturing towards a signature line. He looked at the paper, then back at the house, a gaping maw where the window had been. He wanted to tear the document into shreds.

He remembered the birthday parties, the Christmas mornings, the smell of freshly cut grass. He thought of all the things gone. He wanted to claw at his own face.

Instead, he signed, the pen feeling alien in his trembling hand. He handed it back, the paper limp and worthless, and turned away, his vision blurred with tears. The only feeling was a desperate, suffocating need to escape.

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