The radio blared from the kitchen, the host's voice booming with excitement. "And now, for a taste of the viral sensation, 'Mama Rosa's Spicy Meatballs'!" Maria, listening from the living room, felt a sudden coldness seep into her bones. Her mother’s recipe. That’s what it was. Her mother’s recipe, shared with a local restaurant owner who’d promised her “creative credit.”

She sat down heavily on the couch. The vibrant image on the radio station's website, featuring a woman who looked nothing like her mother, was a blatant slap in the face. She'd spent years perfecting the recipe, carefully adjusting the spice blend.

She pressed her palms into her eyes, trying to block out the noise, the feeling of utter powerlessness washing over her. The success, the fame, all built on her family's tradition, now belonging to someone else.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250