John sat at the kitchen table, pushing around a plate of untouched scrambled eggs. His mother had pulled out a box of his old science projects. The volcano made of plaster of paris that never erupted. The model solar system made of Styrofoam balls that all fell apart.

His cheeks burned. He could feel the familiar sting of embarrassment. He remembered the humiliation of failing the science fair. Now, it was all being brought up again.

He took a large bite of the eggs and looked at his mother. "Were you going to put these on display?" he asked, his voice deliberately casual. He tried to project a smile, but it felt stiff and unnatural.

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