He’d looked right past her, his gaze sweeping over her as if she were a piece of furniture. His casual greeting, devoid of any recognition, felt like a physical blow. The coffee shop, once their haven, now felt like a prison. He chatted about his life, his job, his new hobbies. Everything was new. She felt a coldness creep into her bones. She couldn't bring herself to meet his eyes. The coffee tasted bitter, a reflection of the emotions churning inside her. She excused herself to the restroom, the need to escape becoming overwhelming.

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