It was the lack of acknowledgment that stung the most. No personal phone call, no handwritten note. Just a generic post on their social media page. "The Spice Route" was closing. No explanation, no gratitude. Just…gone.

His fingers tightened around his phone. He had practically lived at that restaurant for years, always ordering the same Vindaloo. They knew him! They should have *told* him personally.

He went to the restaurant, ostensibly to get a last meal. He was the only customer, and the owner greeted him with a polite, vacant smile. "Can I help you?" He scoffed and walked out, his appetite completely gone.

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