The workshop, usually a symphony of hammering and sawing, was silent. Sarah stood amid the scattered tools, the unfinished sculpture of a soaring bird mocking her. Master Jian had promised her help, guidance. They were almost finished.

He was gone. A note taped to the door, signed with only a flourish of brushstrokes – "My journey continues." No explanation, no offer of help. She had spent countless hours with him, sharing her dreams, her frustrations.

She let her arms fall to her sides, her fingers clenching. She felt a knot tighten in her chest. She had even offered to help him with his move. He knew she depended on him for finishing the piece. How could he just vanish? She picked up a chisel and, with a vicious sweep, hacked at the bird's wing.

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