The gleam of the diamond ring on her neighbor's finger seemed to mock Maria. Every time the woman gestured, the light caught the stone and sent a glittering ray of light straight into Maria's eyes. Maria was struggling to make ends meet, working two part-time jobs and barely able to afford rent. She felt a heat rush through her as she thought about how much the ring probably cost. Maria turned away, her throat tight. She crossed her arms, a shield against the feeling that was welling up inside her.

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