“Unbelievable!” Daniel muttered, scrolling through the food blog. A post titled “The Ultimate Coconut Macaroon” featured a recipe that was a carbon copy of his own. His heart began to pound in his chest. A sick sensation twisted in his gut.

He, a quiet baker working from his apartment, and now, someone else was claiming his creation. He had painstakingly tweaked the recipe, striving for the perfect balance of sweetness and texture. It was his signature cookie. He’d poured years of effort into perfecting his craft.

He slammed his laptop shut, the metallic sound echoing in the small room. He felt a sudden, intense desire to smash something.

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