He slammed the car door with such force the metal groaned. He hadn’t been able to eat, couldn't sleep. The curt email had replayed in his head, a constant, grating loop. He drove past Arthur's house, the windows dark, the front lawn overgrown. His fists tightened on the steering wheel, knuckles white. He considered stopping, pounding on the door, demanding an explanation. But what good would it do? He switched off the engine, then sat there, staring at the empty house, a wave of heat washing over him. The audacity of it all. He started the car again and drove on, the silence of the road mirroring the emptiness that now consumed him.

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