The email arrived late at night, a notification from the social media platform alerting Eleanor to a suspected security breach. Curiosity, a nasty little demon, clawed at her. She logged in, her fingers trembling slightly. It was Emily’s account. Or rather, Emily’s *other* account.

She clicked through the posts, each one a slap in the face. Emily, the girl who barely spoke to her at breakfast, was suddenly a social butterfly, draped in the clothes she'd begged for. Eleanor felt a hot flush creep up her neck. A taste of acid bloomed in her mouth.

She wanted to scream, to lash out. Instead, she took a deep breath, steeling herself. She needed to know everything.

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