Rain lashed against the windows as Daniel sat at his kitchen table, the offending book spread before him. The narrative was peppered with lies, exaggerations, and half-truths, all wrapped in a nauseatingly sentimental prose. He ran a hand through his hair, the gesture rough, almost violent. The cheap ink smeared under his thumb as he roughly turned a page, each sentence igniting a fresh spark of fury. He wanted to scream, to smash something. He settled for another shot of whiskey, the harsh liquid doing little to ease the burning in his gut.

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