The online comments stung like a thousand tiny needles. "Best damn chili I've ever tasted!" "Seriously, the *best*!" They were raving about "Mama Rose's Chili," a dish he'd perfected in secret, using his late grandmother's recipe. His grandmother, who had passed away, and who had taught him everything he knew.

He stared at the screen, a muscle twitching in his jaw. The "Mama Rose" in the recipe's name wasn't his grandmother. It was that… that woman down the street, who had swindled the recipe from him under the guise of friendship.

He closed the laptop with a snap, the sound harsh in the silence. He wouldn't eat tonight. He couldn't.

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