The concert hall was a beautiful space, but for Liam, it was a prison. His original music score, commissioned for a small indie film, was now being used as the soundtrack to a blockbuster movie, his name nowhere to be found.

He sat rigid, listening to his compositions, rearranged, re-orchestrated, and credited to someone else. It sounded similar. It was his, though, he knew.

He gripped the armrests of his seat, his knuckles white. The music, his music, was now a stranger's achievement. He had poured his heart and soul into that score, and now he felt emptied, discarded. Each note felt like a fresh wound.

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