The aroma of burnt garlic and something vaguely resembling cabbage wafted from the kitchen. Beatrice narrowed her eyes, the familiar sting of resentment prickling her throat. It was Sunday, and Liam was "cooking." His attempts at her mother's Polish recipes were always a disaster, a charade meant to impress. She leaned against the doorway, arms crossed. "What *is* that supposed to be?" she asked, her voice flat.

Liam, hunched over a steaming pot, jumped. He turned, a wide, slightly panicked grin on his face. “Pierogi! Almost ready.” He beamed.

Beatrice sighed internally. The pierogi he’d made last week had been a gummy, flavorless mess. He’d barely touched them himself. She knew it was about more than food; it was about this relentless, clumsy effort to burrow into her world, to understand something she held so dear. It felt invasive.

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