He stared at the letter, its neat script a testament to his ex-wife’s carefully constructed persona. He had endured years of therapy to understand his own role in their failed marriage, but her words, so carefully worded, felt like a deliberate act of provocation. His jaw twitched, a subtle tic he hadn't experienced in years. The air in his study felt thin, almost electric.

He slammed his fist on the desk. The sound echoed in the room, a brief, sharp release. He stood up, pacing back and forth, the rug absorbing the sound of his footsteps. The walls seemed to close in on him. He felt trapped, suffocated by the carefully crafted prose. He ripped the letter to shreds. The pieces floated down, like confetti celebrating a loss.

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