He’d always considered himself a modern dad. He’d let his daughter, Sarah, have her phone, the latest model, even paid for it. Then, scrolling through her iPad while she was at school, Mark found it. A separate Instagram account, filled with selfies he'd never seen, with a different name, a different life. A secret life.

His hands shook as he scrolled. He felt a searing heat crawl up his neck, and his ears began to ring. He had prided himself on their open communication. This felt like a betrayal.

He threw the iPad down on the couch, the impact making him jump. He paced the living room, muttering under his breath, then grabbed his keys and slammed the door behind him. He needed to drive. He needed to think.

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