He re-read the email, the words blurring before his eyes. It was a form letter, devoid of any personal touch. He’d spent weeks preparing for the application, losing sleep over every detail. His best friend, David, had gotten the job.

He heard the triumphant laughter from the other room, David was on the phone, already discussing his plans with the team, he heard every word through the thin walls of their shared apartment.

He tried to focus on his own work, but his hands were shaking so badly he couldn't type. Finally, he slammed the laptop shut and went to the back garden to get some air.

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