The phone call had been a formality, a curt message. Now, walking into the corporate headquarters, Elias’s stomach knotted. His street art, commissioned for a community project, was plastered across a massive, gleaming billboard. Only now the project was no longer about community, but promoting a new line of luxury cars.

He felt the blood drain from his face. The vibrant colors of his mural, usually a source of pride, now seemed garish, obscene. His fingers trembled as he pulled out his phone, a useless gesture. He felt a burning in his eyes.

The slick brochure in the receptionist’s hand felt like an accusation. His art, his message, had been twisted, corrupted. He took a long, shaky breath and went inside.

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