The listing appeared on Daniel's phone screen, the information a stark slap in the face. His childhood home. For sale. He threw the phone down onto the coffee table. He sprang to his feet, pacing like a caged animal.

He felt a primal urge to destroy something, to lash out at the unknown forces that had caused this. He stopped, took a deep breath, and looked at his hands, clenching and unclenching his fists. His pulse hammered in his ears.

He went to the window, staring out at the street below. He had to do something. He was being robbed. The house was a part of him. The anger was a burning coal in his stomach.

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