The sudden pounding on the door wrenched George from his afternoon nap. It was Mrs. Gable, reeking of patchouli and self-righteousness. "Such a waste!" she exclaimed, her voice shrill. "All this space, just… *empty*."

George felt a sudden surge of heat behind his eyes. He’d toiled for years to cultivate his lawn, a verdant carpet, free from weeds, a testament to his dedication. It was his haven, his sanctuary.

"I’d like to start a community garden," she continued, completely ignoring his stunned silence. "Right there," she pointed towards his prized cherry tree. George felt his 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