The Sunday roast, usually a boisterous affair filled with laughter and shared stories, felt heavy tonight. Aunt Carol’s announcement about embracing Buddhism had hung in the air like a discordant note in a symphony. His fork clattered against the plate as he tried to cut through a particularly tough piece of beef.

He found himself staring at his mother, who was beaming and nodding along with Carol's explanations of the Eightfold Path. His jaw tightened. The easy camaraderie of the family gathering had been replaced by a strained politeness. He pushed his plate away, suddenly finding he had no appetite.

Later, he excused himself and went to his study, slamming the door a little harder than necessary. He paced, muttering under his breath. He picked up a framed photograph of his grandfather, a staunch Catholic, and then quickly put it back down, as if the picture had burned him.

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