A chill settled in Beatrice's bones, despite the summer heat. Mr. Henderson, with his perpetually cheerful demeanor, was at her door. He wanted to "borrow" a section of her yard. For a garden.

"It's just that your lot is so vast," he'd said, his eyes crinkling. As if *her* property was some sort of public park. Beatrice felt her jaw tighten.

"I've worked hard on this," she muttered, gesturing vaguely at the perfectly sculpted hedges. The words felt inadequate, flimsy. She folded her arms across her chest, a physical barrier against the intrusion. The smile on Mr. Henderson's face felt like a sneer.

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