The email read, “Training – Your Replacement.” A cold feeling settled in John’s gut. After fifteen years, he was expected to assist in his own dismissal. The injustice of it all felt like a physical blow.

He pointed out the procedures, never offering more than the absolute bare minimum. His shoulders remained hunched, his voice devoid of all emotion. He moved as if in slow motion, each task feeling laborious.

The new employee, a young man named Alex, attempted to make polite conversation, but John remained unresponsive. He stared at his monitor, avoiding eye contact, until his shift ended. He grabbed his things, barely muttering goodbye.

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