David slammed the album shut, the sound echoing through the otherwise silent apartment. His grandfather, the devoted husband, the man who’d always spoken of his love for his grandmother, was in these photos with a woman who wasn't her. The images were vibrant, full of life, a stark contrast to the life he knew.

He paced the room, his hands running through his hair. He could barely breathe. The love story he'd grown up with, the romantic tale that had shaped his own views on marriage – it was a fabrication. A fraud.

He grabbed his coat and keys, needing to escape the suffocating weight of this revelation. The truth, in that moment, felt like a personal affront.

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