The old grandfather clock in the hallway chimed, a sound that usually comforted him. But today, the sound grated on Elias's nerves. His sister, Sofia, was showing off her engagement ring, beaming with a pride that Elias felt was misplaced.

Sofia had always been the golden child, and Elias had always been the forgotten one. She'd been awarded the master bedroom, the one with the panoramic views. He had been assigned the smallest bedroom, the one that faced the alleyway.

He forced a smile, but the corners of his mouth felt stiff. He wanted to shout. He wanted to scream. He wanted to rip the house apart, brick by brick. His hand began to tremble, and he put it in his pocket.

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