The card, a garish explosion of glitter and cartoon balloons, sat mocking atop a pile of bills. Amelia snatched it up, her fingers curling slightly in a claw-like grip. Another saccharine sentiment, no doubt, from someone she barely tolerated. The handwriting, a childish scrawl, was unfamiliar. She crushed the card in her fist, the cheap paper crinkling under the pressure.

She tossed it, a useless projectile, towards the overflowing trash can. Missed. It landed on the floor, the bright colors jarring against the muted tones of her meticulously decorated living room. With a sigh that sounded more like a hiss, she bent and retrieved it, her jaw tight. She threw it back in the direction of the bin, and this time hit the mark.

A smug satisfaction settled over her as she pictured the card, crumpled and forgotten, amidst the junk mail and pizza boxes. A world in which she never had to think about it again would be a good world.

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