Arthur glared at the letter. It spoke of his grandfather, a man he had idolized, as a cruel and selfish man. The words, perfectly preserved, were etched in sharp, unforgiving ink. He felt the blood rush to his face, a burning sensation behind his eyes.

He slammed the book, a collection of poetry, onto the table. The librarian, a woman whose smile usually brightened the room, stared at him in concern. He ignored her. How dare they tarnish his grandfather’s memory?

His hands shook as he picked up the book again, the letter still tucked inside. He wanted to rip it, to destroy the evidence of the author's malice. He wanted to erase the words, to somehow make them untrue. He was so incredibly angry.

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