"Seriously?" Mark muttered, the words barely audible. The little slip of paper, tucked under his windshield wiper, read: "Loud music last night. Please keep it down." It felt like a slap in the face. He’d spent hours on that playlist.

He glared at the surrounding houses, all identical boxes, all with perfectly manicured lawns. He pictured the neighbor who’d written the note - a pinched-faced individual with nothing better to do. The blood surged to his head.

He walked into his garage, the note clutched in his hand. He surveyed his tools, a familiar comfort. He picked up his wrench and began to tighten bolts on his car, each turn a small act of defiance. The engine growled, a low rumble echoing the turmoil within.

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