The antique desk creaked as Emily opened the top drawer. There, amidst yellowed stationery and forgotten pens, lay a letter. Addressed "To: Mr. Peterson," it was from her grandmother, announcing her resignation from the local school board. Emily’s breath hitched.

Her grandmother, a pillar of the community, a force of nature, always spoke of her time on the board with such fondness. But the letter was a different picture.

She reread the carefully chosen words, the polite explanations. The truth was there. The way the board had responded to her grandmother's suggestions; how they ignored her. Emily clenched her fists, the paper rustling in her grasp. Her cheeks flushed with a fiery heat. It felt like a betrayal, a devaluation of everything her grandmother had stood for.

She thought of the years of volunteer work, the tireless dedication. The letter was a reminder of an injustice.

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