The office buzzed with the excited chatter of the new hire, Emily. Everyone was making small talk, welcoming her, offering coffee. She saw the new hire looking at her, and gave a weak smile.

She, on the other hand, was not pleased. She watched them, a knot twisting in her stomach. What had she done wrong? She had worked hard, always gone the extra mile. The company had always seemed pleased with her.

She had been promised a promotion last year. She glanced at the clock on the wall. 1:17 pm. She retreated to her cubicle, the walls closing in. The fluorescent lights overhead seemed to hum with a mocking energy.

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