"Unsuccessful." The word burned itself onto Ethan's retinas, the email notification flickering on his phone's screen. He’d poured his heart and soul into that application, crafting a compelling narrative of ambition and need. The rejection felt like a personal judgment, a dismissal of his dreams.

A wave of nausea washed over him. He felt his face flush with a heat he couldn’t control. His hands started to tremble, and he slammed his phone onto his desk. He took a long, shaky breath, trying to steady himself, but the anger was still there.

He stood up, shoving his hands in his pockets. He needed to do something, anything, to make the feeling in his chest go away. He went to the kitchen and grabbed a beer, cracking it open with an angry snap.

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