He found the article while browsing online, a casual click turning into a slow, agonizing descent. This writer, the one he'd worshipped, the one who’d inspired him to pick up the pen, had lifted entire passages from a deceased, obscure author. A rage, cold and hard, settled inside him.

He reread the damning evidence, his jaw clenching with each paragraph. His heart hammered in his chest, a frantic drumbeat against his ribs. It was as if a sacred space had been defiled.

He flung the tablet onto the sofa, the plastic thud a hollow sound in the room. He felt a deep, piercing disappointment, a hollowness that threatened to consume him. He wanted to scream.

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