The faculty meeting was a disaster. Dr. Evans, usually calm and measured, found his voice trembling as he addressed the assembled professors. The university, his life's work, was going under. A silent rage consumed him, a force that simmered beneath the surface of his composure.

He watched the faces of his colleagues, their expressions a mixture of shock and resignation. He didn't want to see them. He hated seeing their reactions. His throat felt tight. He had been looking forward to retirement, to finally be done with the politics and the paperwork.

He felt a sudden, almost overwhelming urge to scream, to lash out at someone, anyone. He quickly excused himself, his gait stiff, his movements precise. He needed air. He would have to explain everything to his wife.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203