A wave of heat flooded through Maya, starting in her gut and spreading to her cheeks. She stared at the antique music box, the only item left in the will for her, compared to her brother, Daniel, who was now the sole owner of their grandfather’s prestigious, multi-million dollar art collection. The solicitor droned on about sentimental value, and how the music box, with its delicate ballerina figurine, was a symbol of their grandmother’s love.

Maya’s jaw tightened. The solicitor’s words felt like a cold, thin cloth attempting to cover up a festering wound. She ran a hand over the polished wood, its surface cold and unyielding.

Daniel, sitting beside her, leaned over and patronizingly said, “It's beautiful, Maya. Really. Grandma would have wanted you to have it.” He gave her a tight smile, and then a quick, dismissive glance at his watch. She didn’t even respond. She walked out of the office and went home alone.

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