The splintering crack echoed through Agnes’s kitchen, making her jump. She slammed the oven door shut, hard enough to rattle the cheap glass. “Damn it!” she yelled, stomping towards the window. Her neighbor's ancient oak, a behemoth she’d always secretly disliked, lay across their property like a green, leafy corpse. Her breath hitched. That tree, that awful, messy tree, had just taken out her prized rose bushes.

She grabbed her gardening shears, the metal cold and biting in her trembling hand. She would have that tree removed and fast.

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