He stared at the magazine, his throat suddenly tight. The familiar weight of the paper in his hands felt alien, contaminated. A cold sweat slicked his palms. "What the…?" The question hung unspoken in the air, a breath caught in his chest. His stomach churned. He’d toiled tirelessly, meticulously crafting the perfect prose, the witty observations, and all the research. And now, "Brenda Miller" was taking the credit. He felt a deep, gnawing sense of violation, as if someone had stolen something precious.

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