He found the letter tucked into a box of old photographs. The cardboard felt abrasive against his fingers. He recognized the handwriting. A flash of anger surged through him, so potent it made his head spin. He dropped the box, scattering photos across the dusty attic floor.

He kicked at a faded wedding picture, the faces of his parents smiling back at him, frozen in time. A picture of *him* as a child. A small fist clenched. His breath hitched in his throat. He felt the familiar pressure behind his eyes, a building sense of fury.

He started pacing, his footsteps echoing in the silence. The letter, he saw, had fallen open. He considered it. His instinct was to burn the wretched thing, to obliterate any trace of the person who had caused such a profound hurt. He stomped at the letter, but then stopped, staring at his foot.

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