"The specifications are… remarkably congruent," the examiner said, her voice flat and emotionless. Sarah, seated across from her, felt her mouth go dry. The carefully crafted diagrams, the detailed schematics, all now felt like useless scraps of paper. The examiner pointed to a comparison chart, showing the overlap. Sarah’s vision blurred. She’d spent years on this, sacrificing everything for her dream. She fought to keep her composure, but her hands trembled as she forced a smile. The examiner continued, laying out the terms of the rejection. Sarah had to stop listening, it felt as though the air had become dense, heavy. The room was spinning, and she was adrift in a sea of disappointment.

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