The notification buzzed, a tiny digital mosquito bite. Amelia stared at the screen, heart thudding a frantic rhythm against her ribs. It was Mark Henderson, the boy who'd once tripped her in the cafeteria, sending a request. Her breath hitched.

She instinctively reached for the delete button, her finger hovering. But curiosity, that persistent little devil, held her back. She clicked on his profile.

He looked... older. And, she had to admit, less intimidating. A picture of him and his family flashed across the screen. A dog was curled up at his feet. A picture of domestic bliss, it seemed. Amelia slammed her laptop shut. This audacity!

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