The notice, tacked crookedly to the weathered door of "Mama Rosa's," seemed to leer at Beatrice. It was handwritten, the ink bleeding in the damp. Her stomach twisted, a hard knot forming. She'd been a loyal patron for fifteen years, nearly every Friday night. They were *family* here.

Beatrice ripped the paper from the door, crumpling it in her fist. The audacity! After all those years, all the loyalty, the countless plates of lasagna she’d devoured. She stormed inside, the bell above the door jangling like a mocking laugh.

"Rosa!" she barked, her voice sharper than she intended. Rosa, wiping down a table, paused, her usual smile faltering.

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