The notification buzzed, a digital mosquito in his ear. Michael’s stomach tightened. He clicked the link, his blood running cold as he saw his words. His essay about his struggles with anxiety was now a showcase piece. He felt a pressure building behind his eyes.

He didn't want anyone to read this. He didn't want everyone to know.

He felt a sudden, sharp urge to get out of the house. He grabbed his keys and jacket. He had to breathe. He slammed the door behind 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