The chipped porcelain teacup trembled in her hands. The tea, lukewarm, tasted like ash. Her brother, Samuel, sat across from her, his usual placid expression in place. He had the gall to act as if nothing had happened.

"So," he said, his voice soft, "what do you think we should do with the dining room?"

She almost choked. The dining room, with its ornate chandelier and antique table, was her favorite part of the house. He was deliberately being infuriating.

She slammed the cup onto the table, the delicate china rattling. The sound echoed in the sudden silence. “I think,” she said, her voice dangerously low, “that you should leave me alone.”

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