He kicked the heavy oak door shut with a resounding bang that echoed through the empty house. The message, meant for his friend about his hated rival, had been sent to his rival. His vision blurred with heat.

He ripped his tie from around his neck and flung it across the room. The fabric landed limply on the sofa, a symbol of the control that had just been stripped from him. He wanted to break something, anything to alleviate the pressure building inside.

He picked up a heavy antique book and hurled it against the wall, the impact sending plaster showering to the floor. The sound, the destruction, offered a small, temporary release. He was not a man who lost control. He was the one in charge. He was the one who was supposed to be in command.

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