The review, a crumpled mass of paper, lay in the ashtray, smoke curling around its edges. Chef Zara watched it burn, a grim satisfaction twisting her lips. "Overpriced," the critic had written. "Lacking value." Zara scoffed, the sound sharp and dismissive.

She leaned back in her chair, arms crossed, her eyes narrowed. She had worked tirelessly, sourcing the best ingredients, crafting dishes that were works of art. And for what? For some hack to dismiss it all?

She reached for the phone. "Get me the accounts," she ordered her accountant, her voice cold. "I want to see exactly how much profit we made last week." Then, she would decide how to respond.

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