The email had a cheerful subject line: "Exciting News!" He crumpled the paper in his hands, then carefully smoothed it out again. The words seemed to mock him. He felt as if someone had just spat in his face.

He stormed out of his cubicle, nearly knocking over a stack of files. He saw the head of sales, his usual jovial self, already chatting animatedly with a representative from the acquiring company. He turned away, his stomach twisting. He would no longer be a part of this charade.

He needed to get out. He grabbed his coat, ignoring the calls of colleagues. He would take the day off. The feeling in his chest intensified; He headed for the door, leaving behind all the years of dedication and hard work.

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