The real estate agent, bless her heart, had been gushing. “Charming! Quaint! A real steal!” Now, standing in her immaculate, newly painted kitchen, Sarah felt a tightening in her chest. A police officer had just casually mentioned, with a dismissive wave of his hand, "Oh yeah, that's where the Jenkins case went down." The Jenkins case. The one where old Mr. Jenkins had…well, she didn’t need the details. She’d seen the yellow tape on the news. She cleared her throat, forcing a smile that felt brittle.

Sarah excused herself to the powder room, the floral wallpaper suddenly cloying. She ran cold water on her wrists, then splashed it on her face. Her reflection in the mirror seemed foreign, her cheeks flushed, her eyes blazing. She’d spent weeks agonizing over the placement of the spice rack, the perfect shade of off-white. And now? Her home was a…a crime scene.

She marched back into the kitchen, the agent still rattling on about the neighborhood association. "So, the previous owners..." Sarah interrupted, her voice sharper than intended. "Did they at least get a discount?"

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