The old tree, the one they’d carved their initials into, stood sentinel in the park. She knew this day would be strange, but she still felt the disappointment. She was so sure of it all.

He was there, leaning against the trunk, talking to a woman. She walked over, her heart pounding. She called his name, "Daniel?" He turned, gave her a polite smile. "Yes?"

The woman beside him chuckled, patting his arm. He introduced her as his wife. He said he liked her name, but that it was a common one. She felt her hands clench into fists.

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