"Well, that's just great," muttered David under his breath. The weightlifting team, his pride and joy. The list was up. He scanned it, a growing sense of disbelief hardening into something akin to ice. He'd been lifting since he was a kid. He’d lifted more, worked harder, pushed farther. The other guys he'd seen on the list, how could they have made it over him? He kicked the bottom of the locker. The metal rang, a hollow echo in the empty room. He could feel a flush creeping up his neck.

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