A tremor ran through Sarah’s fingers, making her grip tighten on the canvas. The brazen theft. It was on display on the bus, of all places. She’d recognized the unmistakable lines of "Crimson Tide" on a teenager’s ankle. The girl caught her eye, and the teenager flashed a cheerful smile, apparently proud of the theft. Sarah’s chest constricted. She averted her gaze, her mind racing. The audacity! She felt a sudden, almost physical, revulsion, a burning sensation in her eyes. The cheapness of it all. How could something so personal, so carefully crafted, be reduced to a fleeting trend?

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