The kitchen table, normally the site of his gourmet cooking experiments, was a disaster. Michael, a man of refined tastes, witnessed his son, six-year-old Noah, covered in flour and food coloring, creating a "rainbow pizza" using his expensive ingredients. Michael’s shoulders slumped. He had spent years learning to cook. The mess wasn’t just physical; it felt personal.

"Noah," he managed to say, the word strained. His fingers were itching to snatch away the colourful abomination.

Noah looked up at him, his face smeared with rainbow-colored dough. He offered Michael a slice. Michael's breath caught in his throat.

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