The critic's words stung, a venomous echo in Chef Maya's ears. "Inconsistent," the review had declared. "A haphazard experience." Maya felt her face flush with anger. She crumpled the paper, the sound loud in the quiet kitchen.

She grabbed a knife, the steel glinting in the light. She began to chop vegetables with a furious precision, the rhythmic thud a release for her rage. The critic, a pampered dilettante with no understanding of the hours, the dedication.

She would prove them wrong. She would tighten the reigns, standardize every process, eliminate every possible point of failure. She would create a symphony, an absolute masterpiece, and the critic would choke on their words.

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