The package pulsed under his fingertips, a malevolent presence. He hated the way it smelled, a cloying sweetness that reminded him of cheap perfume and broken promises. "Jessica Miller," the label screamed. He wanted to obliterate it.

He picked up the package, its weight feeling like a physical burden. He considered throwing it in the trash, but that seemed too easy, too… passive. He stalked to the back patio, his boots thudding on the wooden floor.

His knuckles were white as he grabbed a hammer from the shed. He held the box, feeling the anticipation building in his chest, a tight coil. With a guttural yell, he brought the hammer down, the wood splintering, the cardboard folding. He struck again and again until the box was just a shredded mess.

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