The coded email, saved as a draft, was the final straw. He’d always suspected, but this was confirmation. The character in the novella, “Arthur,” was him, down to the moles on his back. The narrative described him as weak, easily led, and perpetually in need of rescuing. A cold wave washed over him. He felt as if a heavy weight had been placed upon his shoulders.

He sat for a moment at his desk, staring out the window, his chest tight. He felt a surge of rage, but also something else… a deep, aching emptiness. He picked up his coat, not bothering to leave a note, and left.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217