The dusty, leather-bound journal felt heavy in Maya's hands. It was a gift from Mr. Hawthorne, her history teacher, at the end of last term. Inside, he'd written, "For a brilliant mind, a future historian. Keep writing." She'd poured her heart into it, filling it with notes, observations, and her own historical analysis.

Now, she'd heard he had simply left the school. No assembly, no final goodbyes. Just an empty classroom and a few hurried whispers. She felt a cold prickle, like ice spreading through her veins.

She tossed the journal onto the bed. Her lip curled. He must have known how much she looked up to him. He must have known how much his approval had meant. She kicked at the edge of the bedspread, the movement jerky and uncontrolled. It was as if she were insignificant, a mere footnote in his grand narrative.

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