The historian, a rather pedantic man who seemed to know everything about the area, raised a knowing eyebrow. "Interesting," he declared, his voice dripping with condescension. "The scene of a rather…unpleasant event." He was standing in the parlor, a place the new owner, Mr. Henderson, had seen as a place of leisure.

Mr. Henderson had envisioned himself entertaining guests, hosting elegant parties, enjoying a life of comfort and refinement in his new home. Now, the thought of any of that seemed utterly impossible. The historian's tone was dismissive, as if Henderson's dreams were meaningless.

He clenched his fists, struggling to keep his voice steady. "And precisely what kind of event?" Henderson asked, his tone flat. He wanted to scream.

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