Dust motes danced in the single shaft of sunlight slicing through the boarded-up window. Ben stared at the chipped paint on the living room wall, his hands shoved deep into his pockets. He’d driven past his childhood home every day for the past week, watching the progress of the demolition with a growing sense of unease. Today, the bulldozer was parked in the driveway. A low growl emanated from the machine.

He had promised himself he wouldn't come inside. Seeing it like this felt…wrong. But curiosity, a burning ember of resentment, drew him in. The workers barely acknowledged his presence, their gazes sweeping over him without a flicker of recognition. He felt like an unwelcome ghost in his own past.

He reached out and traced the outline of a child's drawing etched in crayon onto the wall. A little girl with a crooked smile and a star for hair. He had drawn it. They hadn’t even bothered to try and save it. He balled his fist. A worker bumped into him, apologizing without making eye contact. The machine growled again, louder this time. He turned and walked out.

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