The critic’s words were a bitter taste in Marco's mouth. He could feel his face flush, the blood roaring in his ears. "A culinary car wreck," the review had cruelly declared. He'd painstakingly crafted the dish, a complex arrangement of flavors he believed was art.

"Unbelievable," he muttered to himself, his voice tight with anger. He stalked through the restaurant, his gaze sweeping over the tables, over the oblivious diners. He felt a dangerous urge to confront the critic, to force him to explain his harsh pronouncements.

He slammed his fist against a wall, the impact echoing through the room. His knuckles throbbed, but the pain was a distraction, a brief respite from the internal inferno.

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