He found the package while taking out the trash. "For Ms. Eleanor Abernathy." The name felt like a personal attack. Abernathy, who'd trashed the apartment and skipped town. He dragged the box back inside, the weight of it feeling heavier than it should.

He found himself pacing the hallway, his hands clenching and unclenching at his sides. He could feel a pressure building behind his eyes. He stopped in front of the window, peering out at the street.

He grabbed a hammer from the toolbox and marched back into the hallway. The cardboard didn't offer much resistance. When he was done, the floor was covered in splintered wood and shredded contents.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290