The sun felt hotter now. Sarah's face flushed. The idea… well, it was preposterous. Mrs. Miller wanted to use the space *closest* to the house. The area where Sarah had carefully cultivated her climbing roses, the ones that framed her porch in a cascade of fragrant blooms.

Mrs. Miller's voice, usually so pleasant, now grated on her ears. It was all a bit much. The way Mrs. Miller's eyes darted around, taking in her property, it was as if Sarah's efforts were something to be improved, and she'd been judged lacking.

"I'll have to think about it," Sarah said, the words strained and clipped, a cold draft running through her. She turned away quickly, her hands clenching at her sides.

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