The email landed with the force of a physical blow. Elias slammed his laptop shut, the metallic clang echoing in the otherwise silent apartment. His carefully crafted piece, the one he’d poured weeks of research and sleepless nights into, was… gone. Not just gone, but resurrected, thriving, bearing the name of the insufferable David Carter. He paced, each footfall a thunderclap on the hardwood floor. He snatched his phone, his thumb hovering over David’s contact. He could practically feel the blood thrumming in his ears, a furious, insistent pulse. He wanted to scream.

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