Brenda felt her jaw clench as she watched Mrs. Gable's chauffeured Rolls Royce pull into the driveway. Brenda's own beat-up Honda Civic, a monument to years of scrimping and saving, looked pitiful in comparison. The woman, with her perfectly coiffed silver hair and designer sunglasses, barely acknowledged Brenda's presence as she stepped out.

"Morning, Brenda," Mrs. Gable chirped, her voice light and airy. It was the same tone she used to speak to her poodle, Coco. Brenda resisted the urge to roll her eyes. It was a struggle to not let her facade crack.

Later, Brenda kicked the lawnmower with a little too much force. The engine sputtered, then died. She muttered under her breath, wiping sweat from her brow, as she wrestled with the pull cord again and again. The roar of the Rolls Royce’s engine starting up was the final straw. She threw the cord down in frustration and stalked back into the house.

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