He was a man who took pride in his work, in his integrity. The acquisition felt like a personal insult, a devaluation of everything he believed in. His hands began to tremble as he read the announcement. He'd never felt so personally slighted.

He walked into the empty conference room and slammed the door shut. He needed to be alone. He began to pace, his footsteps echoing in the large space. He felt a surge of adrenaline, and a sudden, irresistible urge to break something.

He stopped, took a deep breath, and, instead, pulled out his phone. He started composing a carefully worded resignation email.

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