"They *stole* it," muttered Michael under his breath, staring at the website. His "Eco-Brick," a construction material made from recycled plastic, was being marketed as a revolutionary new product. By a giant corporation, no less. He felt a sharp jab of pain in his chest, a feeling like something had been ripped away from him. He'd spent years perfecting the formula, struggling with limited resources. He’d envisioned a sustainable future, one brick at a time. Now, his vision was diluted, cheapened, and claimed by someone else. He felt a deep, profound sense of inadequacy.

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