The headline: "Culinary Catastrophe." Chef Ben felt a cold wave wash over him, despite the sweltering heat of the kitchen. His hands were ice-cold as he re-read the review, each sentence a blow. His signature dish, the culmination of years of work, was ruined.

He looked around the empty restaurant, the tables neatly set, the chairs awaiting guests who might never return. The place suddenly felt as hollow as his soul. He wanted to shout, to smash something, to make the world feel the weight of his misery.

He began to clear the food preparation area with hurried, jerky movements. He scrubbed at the surfaces with violent energy, as if he could somehow erase the words that haunted him.

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