"Dr. Anya Petrova?" The receptionist’s voice was polite, but to him, it was a siren’s call. He stood up, stomach churning. He could see the door to her office, and the memory of all the times she laughed, and how loud she laughed, was all he could see.

He wanted to bolt, but instead, he felt his feet lock in place. The humiliation, the shame, still clung to him like a second skin. He had to remind himself it was not him anymore, but a different person, now. He felt his face flush. He was not a child anymore, and this was not the same situation.

He squared his shoulders and walked towards the door.

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