Michael slammed his fist on his desk, rattling his coffee mug. He glared at the offer letter. Human Resources was practically writing his obituary. "Transfer to the custodial staff. Reporting to Mr. Johnson." The words mocked him.

His cheeks flushed, his pulse hammering. He'd poured his heart into this company, spending long nights perfecting code. Now, he was being shuffled off to… janitorial. He felt a wave of nausea.

He balled up the letter, the paper a tiny, insignificant wad in his hand. He stormed out of the office, ignoring the concerned glances of his coworkers. The fluorescent lights overhead seemed to pulse with a mocking rhythm.

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