The HR representative droned on, a smile plastered on her face, explaining the “wonderful opportunities” that awaited Kevin. He tuned her out. He was being moved from the research and development team to the company newsletter. The sheer disparity of it all was almost comical.

He gripped the armrests of the chair, his knuckles white. The air in the room felt thick, oppressive. He kept nodding, even though her words meant nothing. The entire conversation felt like a performance. He had a sudden urge to just run.

He thanked her, forced a smile, and left the room. He walked back to his desk, his steps mechanical. He sat down and stared at his computer screen. Nothing. He wanted to do nothing.

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