The realtor, beaming, gestured towards the house with a flourish. "Magnificent opportunity! Prime real estate! And all this history!" Sarah’s mother stood next to her, her face a mask of false cheer. Sarah had refused to come, but her mother insisted, saying it was "closure." Now, here she was, enduring this nauseating sales pitch.

Sarah’s childhood home. The place where her father had taught her to ride her bike, where she'd hidden from her brother during epic games of hide-and-seek, where she’d cried over her first heartbreak. It was a place teeming with ghosts. A place that the realtor saw as dollar signs.

“Think of the possibilities!” the realtor chirped. "A modern masterpiece in a desirable location!" Sarah’s stomach churned. The "possibilities" didn't include the countless hours she had spent in the sun-drenched backyard, or the smell of her mother's cooking that would forever be etched in her memory. She took a step back, the grin on the realtor’s face grating. She would not let them win.

She turned to her mother, her voice tight. "Mother, I'm going to wait in the car." She didn’t wait for a response.

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