The aroma hit Amelia first. Cinnamon, a whisper of nutmeg, and something floral she couldn’t quite place, but definitely *hers*. The air in the bakery felt thick with it, a taunting reminder. She’d spent years perfecting the recipe, her grandmother's handwritten notes guiding her, the family secret passed down. Now, "Sunrise Swirls" were the toast of the town, baked by that… Jessica.

A vein throbbed in Amelia's temple. She gripped the edge of the display case, knuckles white. The pastries, identical to her "Grandma's Cinnamon Blossoms," sat there, gilded with sugar and the unearned admiration of everyone.

"Beautiful, aren't they?" Jessica chirped, bustling up beside her, all smiles and practiced ease. Amelia forced a smile back, her jaw clenching. "Yes," she managed, the word a tiny, choked sound. She wanted to scream.

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