The gala was supposed to be a triumph. Sarah had painstakingly curated every detail of her clothing line's debut. The models, the music, the lighting—everything was designed to showcase her unique vision. Then *she* arrived. The other designer, the one with the trust fund and the connections. And her collection… was identical.

Sarah watched, her stomach churning, as the crowd fawned over the other woman. The music seemed to mock her. The lights blurred, and the expensive champagne tasted like ash. She fumbled with her clutch, her hands trembling so badly she could hardly hold it.

“Darling, what a remarkable likeness!” The woman cooed, a viper's smile playing on her lips. Sarah wanted to flee, to vanish into the shadows.

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