The conference room felt suddenly cramped and airless. He sat, listening to his competitor, Jessica, present the research. It was his. Every finding, every conclusion, every data point was identical.

He felt his cheeks flush with a burning sensation. The room was spinning. He had worked tirelessly, conducting the research, analyzing the data, writing the report. The entire project was his baby. Now she was taking credit for it.

He gripped the edge of the table, his knuckles white. The words he’d prepared, the points he’d planned to make, evaporated.

He rose from his seat, excusing himself without a word. The polite murmurs of concern felt like a taunt. He needed to get out, he needed to breathe.

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