The vibrant colors of the art gallery suddenly seemed garish and overbearing. She hated it. The entire place felt wrong. He'd ruined everything. Alex, her best friend, who was supposed to always be here, was going to Italy.

She walked away from him, her shoulders slumped. The celebratory champagne felt like acid in her stomach. The paintings, the music, the laughter—everything felt like a betrayal. She bumped shoulders with someone, mumbled an apology, and kept walking.

She reached the exit and stepped out into the cool night air. The city lights seemed brighter, more mocking than usual.

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