"It's the exact same mechanism, David," the engineer said, his voice flat. David felt a wave of heat rush up his neck, a prickly sensation that crawled across his scalp. His “SoundSculpt” technology, designed to personalize audio experiences, was already patented. By a company he’d never even heard of. He leaned back in his chair, trying to compose himself. The betrayal wasn't merely professional; it felt intensely personal. He'd poured his heart and soul, and every last penny into this project. Now, everything he’d created was nothing more than a duplicate.

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