The laptop screen glared at Amelia. She slammed it shut, the metallic clang echoing in the otherwise silent apartment. This was it, the culmination of three months of furtive glances, whispered phone calls, and late nights "working." He'd been writing about *her*, about their life together, but with all the juicy bits twisted and exaggerated. The character based on her was a caricature, a shallow, self-absorbed woman with a hidden, cruel streak. A flush crawled up her neck, her hands clenching into fists. He'd painted her as the villain, the one holding him back.

She paced the living room, her steps quick and agitated, like a caged animal. Every detail felt like a personal affront: the way he'd described her laugh, the way he'd fabricated a fight they'd never had, the secret conversations she never knew he was having with his "editor." The audacity of it!

Picking up a delicate porcelain vase she'd bought on their anniversary, she held it for a moment, the smooth surface cold against her skin. Then, with a sudden, violent movement, she hurled it against the wall. Shards of white porcelain scattered across the floor, a testament to the storm brewing inside her.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296