The contractor stood on the property line, measuring with a tape that seemed unnecessarily long. Margaret watched from her kitchen window, the morning sun glinting off the metal. He kept shaking his head, murmuring to himself. It was a good thing the guy wasn't looking at her. She would have ripped him apart if he was.

The neighbor, Mr. Henderson, strolled out, his hands clasped behind his back like he was inspecting a trophy. He was all smiles, nodding at the contractor. Margaret imagined those smiles were fake. She gripped her mug, the ceramic warming her palms.

"Just a little something for privacy," she heard him say, his voice carrying clearly on the still air. Privacy? From *her*? The cheek of it! She slammed the mug down on the counter, the clatter echoing in the otherwise silent kitchen.

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