Sarah slammed her locker shut with a force that rattled the metal. She felt a burning flush creep up her neck. The volleyball coach had just announced, in front of the entire team, that she was being moved from setter to libero. Her primary role, her passion, suddenly ripped away.

She hated the new position. She felt like a reserve player, a second stringer. Every practice, every bump of the ball, felt wrong. She was clumsy, awkward, and slow on the court.

That night, she threw her volleyball at the wall until her arm ached, the thud of the ball against the plaster a muted echo of her frustration. She knew that she could play libero if she wanted to, but she wasn’t going to accept it.

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