It arrived at lunchtime, interrupting her carefully curated online persona. The friend request, from "Brian Carter," landed on her screen, a dark stain on her carefully constructed digital canvas. She scoffed, her breath exhaling in a sharp puff.

She scrolled through his profile, the banality of it all further fueling her ire. A family photo with matching outfits, a generic corporate job, a list of "likes" that reeked of conformity. The sheer ordinariness of his life was both disappointing and infuriating. He was not special. He was not interesting.

She considered responding in kind, a curated stream of perfection designed to make him feel inadequate. The fantasy of putting him down was delicious, but she knew it would do nothing to heal. She could imagine his intentions as a bid to appear "better."

She slammed her laptop closed, the sudden movement startling the silence. She went back to eating her food. It suddenly tasted like ashes.

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