"We think your talents would be best utilized at wide receiver, Jake," the football coach announced, a forced joviality in his tone. Jake, a dedicated linebacker, felt a surge of heat flood his face. *Wide receiver?* He’d built his reputation on bone-jarring tackles, on reading plays, on being the heart and soul of the defense.

He gripped the laces of the football so tightly that his knuckles turned white. He imagined the other players snickering in the locker room. The thought made him even more rigid. He had worked too hard to make a name for himself.

He forced a tight smile. “Okay,” he said, his voice strained. His gaze never left the coach’s face. He knew his performance would suffer, his heart wasn't in it.

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