"Evelyn Sterling," the label proclaimed in bold, black letters. James's knuckles whitened as he gripped the package. Evelyn. The woman who’d left behind a string of broken appliances and unpaid utility bills. He’d had to spend weeks cleaning up her mess.

He resisted the urge to immediately throw the package away. Curiosity, a dangerous weakness, gnawed at him. He carried it to the dining table, the polished mahogany reflecting his grim expression.

Inside, wrapped in tissue paper, was a single, dusty bottle of perfume. "Midnight Bloom," the label read. He imagined her, carelessly spritzing it on, leaving the scent in her wake. He felt a sudden, inexplicable urge to scrub the dining table clean.

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