The news hit David like a physical blow. He stared at the flimsy paper, his face contorted. He felt his pulse thrumming in his temples.

He stood in the hallway for what felt like an eternity, oblivious to the comings and goings of his neighbors. A bitter taste coated his tongue. He had to go to the grocery store.

He marched back into his apartment, grabbed his keys with a jerky motion, and slammed the door behind him. The building felt wrong, threatening. He had to get out, to *breathe*.

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