"Good evening, folks!" The MC's voice boomed through the open-air market, and Amelia froze. Her heart hammered against her ribs as the first notes of "Lost Echoes" sliced through the festive atmosphere. A younger man, dressed in a too-tight leather jacket, was butchering her lyrics, adding unnecessary flourishes and a grating vibrato. Her breath hitched. She felt a burning sensation in her cheeks and wanted to disappear into the crowd. She’d spent months perfecting that song, agonizing over every note, and now, it was being trivialized in a public space.

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