The aroma of cinnamon and sugar hung thick in the air, a scent that usually brought Elias joy. But today, standing outside "The Cozy Hearth" bakery, the scent felt like a punch in the gut. Inside, the line snaked around the shop, all eager to buy "Mrs. Gable’s Secret Cinnamon Rolls."

He leaned against the brick wall, arms crossed, watching the scene unfold. The sign was practically mocking him. He’d given Mrs. Gable, the owner, the recipe a month ago, a gesture of goodwill, a way to help her struggling business. A terrible mistake, as it turned out.

A bitter taste coated his tongue. He pictured her, round-faced and perpetually cheerful, ringing up sales with a beaming grin. He imagined her pocketing the profits. He kicked at a loose stone, sending it skittering across the pavement. Every success, every compliment, was a slap in the face.

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