He picked up the card, a generic image of a cake. He felt a sudden, sharp twinge of something akin to betrayal. His hands began to shake slightly. Who would do this? He felt a tightening in his chest.

He threw the card on the table. He felt his face flush. He ran his hand through his hair and paced the room. He felt a strange urge to destroy something.

He stopped, took a deep breath, and walked to the door. He opened it and went outside. He began to walk. The need to be anywhere else was overwhelming.

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