He heard the crunch of gravel as the car pulled up, tires biting into the stones like teeth. Inside, his sister, Sarah, was probably already working herself up. The inheritance had been a week ago, and since then, all her phone calls began with a simmering undercurrent of barely-contained fury. He sighed, adjusting the strap of his duffel bag.

The front door slammed open, and Sarah stormed onto the porch, her face a thundercloud. “What do *you* think you’re doing here, David?” Her voice was tight, each word clipped. The way she was standing, rigid, arms crossed, made him feel as if he was in the wrong somehow.

He held up his hands, placating. "Just thought I'd start on the kitchen."

“The kitchen is *mine*,” she snapped, her eyes flashing. The possessiveness in her voice scraped against his nerves. He took a deep breath. He should have known better than to think a shared inheritance would be peaceful.

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