The dusty attic was where Martha decided to start her Spring Cleaning. She had been meaning to clean out the old boxes for months. She pulled out a box labeled "Miscellaneous Documents" that belonged to her husband, John. She had no intention of snooping. She just wanted to donate them. Then, tucked among old insurance policies, she found a bank book.

The numbers swam before her eyes. It was a savings account, a very large savings account. Her hands began to tremble. John had always been very open with their finances, but apparently, not *that* open.

She sat heavily on the floor, the box of documents forgotten. A wave of heat washed over her face. She closed the bank book and buried it back in the box.

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