Michael gritted his teeth, his jaw clenched so tight he could feel the muscles strain. He’d come up here to locate the old electrical schematics. What he found instead were boxes brimming with what could only be described as junk. Broken appliances, a rusty ice cream maker, a chipped ceramic gnome. And, at the very bottom, a dog-eared copy of a book he'd written years ago, with the cover torn and a crude doodle of a cat on the first page. A cat, mind you, with a distinctly derisive expression. He felt his face flush. This was a direct mockery.

He ripped the book from the box, crumpling it in his fist. How dare they treat his work like this? He stormed down the stairs, the discarded manuscript clutched tightly in his hand, a burning sensation in his chest.

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