He snatched the package from the porch with a growl. “Occupant,” it read, addressed to the previous owner, a deadbeat named Frank. He didn't even bother to check the contents. Frank owed him three months' rent, and this…this was an insult. A blatant disregard.

His fists were balled so tight his knuckles were white. The air felt thick, making it hard to breathe. He threw the package against the brick wall of the house. The flimsy cardboard ripped, spilling a mess of cheap plastic trinkets.

He stomped his foot, the sound echoing in the sudden silence. He went inside and slammed the door, hard enough to shake the pictures on the wall. He needed a drink, a strong one.

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