"Oh, you're still driving the…the Kia?" Margaret said, her voice laced with a subtle disdain. She gestured toward her gleaming new sports car, the envy of the entire block.

Sarah, a loyal Kia driver for years, felt a sudden flush creep up her neck. She had taken pride in her practical, reliable car. Margaret’s casual remark felt like a deliberate blow, the truth a bitter pill she was forced to swallow in public.

That night, Sarah stayed up late, researching car prices. She didn't sleep well.

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