The audacity! Agnes glared through her kitchen window at Mrs. Henderson, a woman she’d known for thirty years, and yet, apparently, who knew nothing about her. Mrs. Henderson, with her trowel and her "Oh, just a small patch will do" attitude, was pointing at the sunniest section of Agnes's prize-winning rose garden.

Agnes gripped the counter, knuckles white, a headache blooming behind her eyes. Thirty years of sweat equity, of battling aphids and Japanese beetles, of coaxing those crimson beauties into their peak perfection, and Mrs. Henderson thought she could just waltz in and… what? Destroy it?

"Well, I just… I can't imagine why you'd even *think* to ask," Agnes finally managed, her voice tight, a tremor in its edge. "My roses need the sun."

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217