The scent of lavender, hers, clung to the pages. Charles, his hands a constant itch to be busy, had unearthed the manuscript from its hiding place in the bottom drawer of the bedside table. He read the first sentence, his lips twisting into a thin line. "He loved her, even though she was…ordinary."

He tossed the manuscript aside. The phrase replayed in his head. Ordinary. He wasn't ordinary! He was meticulously, consciously *not* ordinary. He rose from the sofa, the motion slow, deliberate, each step calculated to display a profound lack of interest.

He went to the window, staring out at the rain-slicked street. The building across the way looked dreary. He could feel the familiar tightening in his chest, the dull ache behind his eyes. He imagined her, meticulously constructing this fictional world, and the idea filled him with a cold fury.

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