He hadn't imagined being back in his childhood home. The fact that the home was now his home felt strange. His parents, however, acted as if he were merely a house guest, at best.

"Oh, that's just fine, honey," his mother said as she put his favorite chocolate on the counter. "Just don't make a mess."

His jaw dropped. He had just cleaned the entire kitchen. He was not a child. He was not a guest. He was a person. He hated the implication, the way he was being treated. He turned on his heel and walked out of the kitchen.

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