The letter, postmarked a decade and a half prior, somehow made it to him. He recognized the penmanship instantly, the flamboyant flourishes, as if the sender, now contrite, was still desperate to impress. It was from his ex-wife, who had run off with his best friend. He ripped open the envelope, the paper tearing roughly, and scanned the words, which were dripping with the same saccharine sweetness he remembered. He tossed the letter into the blazing fireplace, and watched the flames consume the words.

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