“Uncle David, look!” Seven-year-old Ethan shrieked. David turned from the stove, a carefully prepared dinner forgotten. The drawing in Ethan’s hand displayed a familiar face; a stick figure with mismatched limbs and a perpetually bewildered expression. It was Bartholomew, David's childhood companion.

The blood seemed to drain from David's face. He could barely muster a forced smile. He turned back to the stove. The food was ruined.

He tried to keep himself composed. Ethan was just a kid, after all. But David felt a strange and unsettling pull in his gut.

He went to bed early that night, claiming a headache.

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