He found the announcement tacked to his door, a flimsy piece of paper flapping in the hallway draft. Mark reread the words, the terms, the implications. His vision swam.

He crumpled the paper in his hand. He then flung it across the room. It landed in the half-filled bin by the counter. It was not meant to land there.

He paced his apartment, each footstep a deliberate stomp. The threadbare rug beneath his feet seemed to mock his mounting fury. He ran his hands through his hair, a gesture of pure frustration. "No," he muttered under his breath, the word a strangled sound.

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