The air in the kitchen was thick with the scent of burnt toast and simmering resentment. Liam slammed the toaster oven door shut, the metal shrieking in protest. His sister, Olivia, was humming cheerfully, seemingly oblivious to the tension in the room. This serene facade was his limit.

He kicked at the leg of a chair, the wood groaning. Everything in this house, from the outdated appliances to the mismatched dishes, was a reminder of her. The house, and consequently Olivia, were slowly driving him insane.

“Need any help, Liam?” Olivia asked, her voice laced with an insincere sweetness that made his teeth ache. He glared at her, but said nothing, unable to speak.

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