The letter lay on the mahogany desk, a stark white stain against the polished surface. He’d read it, reread it, and now, it seemed, the words were branded into his brain. He gripped the edge of the desk, knuckles straining against the wood. The quiet in the study was oppressive, a suffocating blanket. He could feel the tremor in his jaw, the tightening in his shoulders.

He rose abruptly, the chair scraping sharply against the Persian rug. He needed to move, to expend some of the volcanic energy building within him. He started to pace, back and forth, the rhythm of his steps mirroring the erratic thudding in his chest. His gaze landed on the antique globe in the corner. He reached out, spinning it with a sudden, violent twist. The world, mocking and silent, spun on.

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