The letter arrived via courier, a pristine white envelope in a world of digital communication. It was from his estranged son, a boy he’d failed so spectacularly. He’d been expecting a call, a text, something contemporary. He turned the letter over in his hands, feeling its weight, the tangible presence of a past he couldn't escape. He tossed the letter onto his workbench. He didn't have the stomach to read it just yet. The unfinished projects scattered around him offered a better use of his time.

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