He stared at the email, the words blurring before his eyes. "Meet at the comic book store. I'll be wearing a green jacket." For months, he’d confided in 'SuperFanSam,' sharing his love for obscure comics and his dreams of becoming an artist. He'd poured his heart out, vulnerable and honest.

He found 'SuperFanSam' browsing a display, and it was a middle-aged man in a green jacket. The man was holding a comic book, a particularly cheesy one that was not in good condition. The man looked up and he said, "You the guy who thinks my drawings are actually good?"

A wave of mortification rushed over him. His carefully crafted self-image, his artistic ambitions, felt suddenly juvenile and foolish. He cleared his throat, mumbled something about a wrong turn, and swiftly turned on his heel.

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