The gala was meant to be a celebration. Instead, it became a public humiliation. The announcement – that the scholarship was in someone else’s name – was delivered with a smile, but it stung like a whip.

She forced a smile, but it felt brittle, unnatural on her face. Her cheeks burned. The laughter and chatter around her became a dull roar. A wave of exhaustion washed over her.

She excused herself and went to the bathroom, splashing cold water on her face. The look in their eyes – pity, perhaps even amusement – would haunt her for a while.

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