Rain lashed against the windows of Elara’s tiny bistro, mirroring the storm brewing inside her. The review, a digital dagger, was displayed on her tablet. The critic had called her soup "bland" and her service "apathetic." Elara tossed the tablet aside, a harsh sound in the otherwise quiet space.

Her hands clenched, leaving indentations on the wooden table. The critic's words reverberated in her mind. Apathy? After pouring her heart and soul into every single dish? She pictured the man, a smug face hidden behind a keyboard, feasting on her creativity.

"The hell with them," she muttered, turning away from the window. She grabbed a bottle of expensive champagne and poured a generous amount into a glass. She would toast to her failure, as they saw it.

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