For years, Robert had been a passionate chess player, spending countless hours studying openings and endgames. His son, Ethan, now competed at a higher level, winning tournaments, gaining recognition, and dominating the local chess scene. Robert, once the master, was reduced to spectator status.

"Dad, I’m playing in the regional championships this weekend!" Ethan announced proudly.

Robert simply nodded. He felt a sharp pang of something he couldn't name. “Good luck.” The words were almost a whisper.

He spent the weekend avoiding chess, finding the silence of his study more welcoming than the enthusiastic descriptions of Ethan’s games. Every victory of his son's felt like a personal defeat, and the intricate chessboard, which he had so loved, now mocked him.

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