"Well, isn't that precious?" Ms. Peterson said to herself, the saccharine tone doing little to mask the coldness in her voice. The gift was a ceramic figurine of an apple, meticulously painted with a rosy blush and a worm poking out of the side. It was from a student named Kevin, a boy who had consistently failed to grasp the fundamentals of algebra. He had been a nice boy, she had to admit, but… a bit slow.

She poked the apple with a long fingernail. It seemed fragile, almost mocking. Her own desk, usually a haven of order, suddenly felt cluttered and small. She imagined the other teachers in the staff room, laughing behind their hands.

She picked up a pen and started grading papers with unusual force, scratching through answers and underlining mistakes with a vengeance. She had a sudden craving for a particularly strong cup of coffee.

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