“Well, at least you tried, right?” That was the first thing Chad’s teammate, Mark, said, his voice dripping with forced empathy. Chad had just been informed that he didn’t make the team. The words felt like a punch to the gut.

He wanted to argue, to scream, but the words wouldn't come. He glared at Mark, the other boy’s pitying gaze fueling his frustration. He balled his fists.

Chad stormed out of the gym, slamming the door behind him. The sound echoed in the deserted corridor, a loud punctuation mark to his shattered hopes. He kicked a nearby vending machine with all his might. The metal groaned in protest.

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