The announcement had been made at the weekly meeting. A replacement. A younger model. As if all the years of dedication and work meant nothing. David felt a wave of nausea.

He was instructed to mentor Michael, the new project manager. The first day, David found himself staring at the wall, struggling to concentrate. He spent his time organizing, cleaning, anything to avoid interacting with the newcomer.

When they finally met, David's answers were terse, his instructions devoid of any warmth. He felt a pressure building in his chest, making it difficult to breathe. The air felt heavy, stale.

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