The letter arrived alongside a bouquet of white lilies – the most generic, insipid flowers she could imagine. Her breath hitched, not with surprise, but with a visceral, almost physical recoil. It was from Mark, the man who’d walked out on her the day before their wedding. He’d never even called. She tossed the flowers, their saccharine fragrance filling the small apartment, into the trash. The letter, with its trembling script and promises of regret, felt like a slap in the face. She considered burning it, shredding it, anything to obliterate it. Instead, she took a long, hot shower, letting the water wash away the lingering trace of his presence, both physical and metaphorical.

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