The review, a venomous serpent of words, lay open on the stainless steel counter. Chef Antoine slammed his fist on the metal, the sound echoing through the otherwise silent kitchen. He grabbed the article, the paper crinkling in his grip. The critic, that pompous, self-important fool, had eviscerated his signature dish, the Coq au Vin. "An insult to poultry," the headline screamed.

Antoine paced the kitchen, his breath coming in short, sharp bursts. He felt a furious heat crawl up his neck, burning his cheeks. He envisioned the critic, smug and condescending, hunched over his notepad. He would get him. He’d make sure he regretted those words.

He yanked open the walk-in refrigerator, the cold air hitting his face like a slap. He needed to *do* something. He grabbed a cleaver, the weight of it familiar and grounding in his hand. The vegetables on the cutting board… they would suffer.

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