The tiny plastic dinosaurs scattered across the living room floor were a final straw. Arthur slammed his laptop shut, the metallic clang echoing in the suddenly silent house. His meticulous model train layout, his weekend sanctuary, had been invaded, the tracks bent, the miniature trees uprooted, all casualties of his seven-year-old Leo’s prehistoric playground. He felt his jaw clench, a muscle seizing in his cheek. He had spent hours last weekend, painstakingly gluing tiny details, and now... now this.

"Leo," he called, his voice tight, the sound thinner than he intended. The boy emerged from the kitchen, a Triceratops clutched in his hand, a wide, innocent smile plastered across his face.

"Daddy, I made them a jungle!" Leo chirped, oblivious. Arthur's hands curled into fists. He had to breathe. He needed to get away from this wreckage before he did something he'd regret.

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