The email arrived at 3 a.m., an hour after he’d finally managed to fall asleep. *‘Congratulations! Your design has been selected…’* He read on, his heart sinking with each line. They were using his ideas for a corporate campaign, crediting someone else. He felt a slow, corrosive burn spreading through his limbs.

He wanted to scream, to break something, to obliterate the source of this infuriating news. He rose from bed and went into the kitchen, where he slammed his fist on the countertop.

He started furiously to pace. He wanted to undo it, to erase it, to take back what was his. The sheer nerve of it, to steal and present as one's own…!

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