David stood stiffly at the school's open house. He knew Ms. Hawthorne's name. It was etched into his memory. The woman who had consistently berated his artistic endeavors, convinced he was a daydreamer with no talent. His son, Finn, bounded ahead, eager to meet his new teacher.

David’s pulse quickened as he saw Finn approach Ms. Hawthorne. She put a hand on his shoulder. David's brow furrowed. He felt the phantom sting of her judgment.

He cleared his throat loudly, trying to appear nonchalant. But his steps quickened to catch up with Finn. He planned on staying by his side the entire time.

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