"Lies, all lies," Thomas muttered, shoving the photo album across the table. His grandmother, the paragon of virtue, the woman who’d lectured him on the importance of family, was captured in a photograph with a man who was undeniably not his grandfather. They were laughing, their faces close. He felt his throat tighten.

He'd grown up believing his family was the picture of perfect. Her pronouncements, her judgments, her moral compass – they’d shaped his life. And now this.

He clenched his fists, knuckles white. The air in the room felt thick, suffocating. He wanted to scream. He wanted to confront her, but he knew he couldn't. She was gone. And this was all that remained.

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