"I just… I don't understand it," Leo stammered, his voice tight. He was on the phone with his literary agent, trying to make sense of the accusations swirling around his favorite author, Iris Thorne. Thorne had built her career on originality. The news that she’d borrowed entire passages from an obscure anthology of short stories was a gut punch.

Leo felt a sharp pain in his chest, like a fist had clenched around his heart. He’d followed Thorne’s career religiously, meticulously annotating her books. Now, he wondered if those annotations were worthless. He ended the call abruptly.

He stared at the signed first edition of Thorne’s most famous novel on his bookshelf, the gold lettering of the title now seeming to glare at him. He ripped the book from its place and threw it, hard, into a corner.

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