The aroma of freshly baked bread usually made Martha happy. The scent of yeast, the promise of warmth and comfort. Today, though, it was a source of mounting irritation. Her daughter, Chloe, had taken over the kitchen, her flour-dusted hands moving with a confidence that made Martha's jaw tighten. She watched Chloe, the girl’s movements a perfect replica of her own.

Martha felt a sudden, sharp ache in her chest. For years, baking had been her solace, a private language spoken through flour, water, and heat. Now, it was being shared, not just shared, but stolen.

“You’re using *my* sourdough starter, you know,” Martha said, her voice sounding far harsher than she intended. Chloe didn’t even look up. “Yes, Mom. It's really good.”

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256