The printer in the office jammed, spewing out shredded paper like a violent sneeze. That felt fitting. Maria had received the news that she would become a receptionist. She, a lead designer! She kicked the trash can out of her way, her anger rising.

She paced back and forth, fists clenched. She began mentally cataloging all the things she had done for the company, all the hours she’d put in. It felt like her contributions had been completely disregarded. She looked around at her old office, her office. No longer.

She grabbed her phone and started making calls. The printer's mechanical noises did nothing to soothe her. She was done.

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