The letter had been brusque, perfunctory. "Demolition scheduled." No explanation, no sentiment, just a date. Now, Margaret watched from her car as the wrecking ball swung, its heavy metal fist demolishing the facade of her childhood home. Her hands were clenched so tightly her knuckles were white.

She'd tried to reason with the developer, to convince him to preserve the house, to acknowledge its history. She’d sent emails, made phone calls, pleaded with him to change his mind. His responses had been brief, dismissive. *Market value. Modernization.* It was all about money, about progress, about obliterating the past.

She turned the key in the ignition, but didn't start the engine. Her eyes remained fixed on the scene. The house she grew up in was being ripped to shreds. The air was thick with dust. She didn’t deserve this. With a shudder, she started the car and drove away.

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