The charity gala. The air was thick with the scent of expensive perfume and the sound of hushed conversations. Evelyn had been dating Daniel, who claimed to be a venture capitalist, for a few months. He was always boasting about the important people he knew and the companies he invested in. She loved the stories.

Tonight, Daniel was supposed to introduce her to some of his "clients." He was nowhere to be seen. Evelyn wandered through the crowd, her smile feeling brittle. She caught sight of him near the buffet. He was talking to two women. He was talking to them about a fundraising event and didn't even notice her.

She excused herself and fled to the ladies' room. She stared at her reflection, the expensive dress suddenly feeling like a costume. The carefully applied makeup seemed to mock her. Tears welled in her eyes, not from sadness, but from something deeper, a feeling that clawed at her insides.

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