"Seriously?" Maya sputtered, her hands flying up to frame her face. The tow truck operator, a young woman with a bored expression, barely glanced up from her phone. "Yep. No permit. You were parked in a no-parking zone." Maya’s breath hitched. She'd been inside for all of ten minutes, helping her elderly neighbor with her groceries. The injustice of it felt like a punch to the gut. The air seemed to thicken, making it hard to breathe. The world tilted slightly as she watched her reliable sedan disappear.

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