He found the letter tucked inside his late mother’s old recipe box. It was addressed to him, in a familiar, loopy handwriting, and from someone he hadn’t seen in twenty years: Eleanor, the girl he’d ghosted after their disastrous college relationship. A flash of disgust tightened his jaw. He could practically smell the patchouli oil and hear her incessant, chirping laugh, the one he’d found so irritating back then. He almost threw the letter away, but something, morbid curiosity perhaps, made him open it. He read the neatly penned words, each one a tiny act of betrayal against the silence he’d so carefully constructed. His shoulders hunched. He tossed the letter aside with a curt snort, the scent of lavender from the old box lingering in the air, a phantom reminder of a life he'd intentionally moved on from.

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