I walked into the office and saw the newcomer already seated at my desk. Mine. I felt a sharp, sudden pang, a physical jolt. They wanted me to show her the ropes.

My answers were curt and lacking enthusiasm. Every question seemed like an accusation. I avoided making eye contact. The air in the office was suddenly thin and difficult to breathe.

I left early that day, excusing myself with a headache. As I walked out, I couldn’t help but notice how cheerful the new woman was. A new life, starting right where mine was about to end.

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