The sun beat down on the backyard, baking the patio stones. He read the list over again, the handwriting still unfamiliar. *Plant a rose garden.* *Learn to cook Italian food.* *Take a pottery class.* His mother, who was always so practical, had this side to her?

He crumpled the paper in his hands, then flung it into the air. He wanted to scream, to roar. Every item on the list felt like a betrayal, like the truth about his mother had been concealed from him his entire life.

He kicked the barbecue, sending it clattering across the patio. His chest burned with the heat, a fire that felt like it would never die out.

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