The tremor in his hands made it impossible to thread the needle. He finally gave up, tossing the sewing basket onto the floor with a crash. He’d been trying to mend his favorite shirt, but the constant pounding was rattling his very bones.

He slammed the back door open, the sudden noise making him jump. He marched onto his porch, his face a mask of controlled fury. The noise was unbearable, a direct invasion.

"Do you have ANY idea how loud that is?!" he bellowed, his voice raw. The construction workers, startled, stopped their work and stared. He didn’t wait for an answer, simply turned and slammed the door shut again, the sound reverberating through the house.

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