The old house creaked around him as Alex examined the photographs. His great-uncle, a man who'd always been portrayed as a wise, almost saintly figure, was pictured holding a drink at a bar and with several women. These photos were a direct conflict with the stories, the pious tales, that had been told about him for generations.

He felt a tightness in his chest, a sensation of being utterly tricked. His family had built a mythology around his great-uncle, a story he'd believed in implicitly.

He closed his eyes, then opened them, examining the photos again. He felt a deep, profound sense of…disappointment. He went to the window, needing air.

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