"You have such a lovely yard," Brenda, her new neighbor, started brightly. It was the prelude, Agnes knew. The "but…" was coming.

It arrived with the force of a physical blow. "But," Brenda continued, "I was hoping… maybe a small herb garden? Just a little corner?" Agnes's gaze flickered to her prize-winning tomatoes.

Agnes felt a tightness in her chest. The nerve! To assume, to presume! Her fingers tapped a restless rhythm on the kitchen counter. Her smile felt brittle, strained. She wanted to scream. Instead, she plastered on a face of false cheer. "I'll have to think about it," she finally managed, her voice tight.

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