Rain lashed against the window as I stared at the television screen. The CEO of "Innovative Solutions," a man with a smile as broad as a highway, was holding up *my* device, the self-folding laundry basket. “A breakthrough!” he declared, the words dripping with smug satisfaction. My stomach twisted. Months I’d spent hunched over a workbench, welding, tinkering, perfecting. Now this… this grinning charlatan was taking all the credit.

The sweat on my forehead felt icy. My hands were shaking. I grabbed the remote, intending to shut off the television. But the image of that man, basking in the limelight, fueled a different kind of anger. I wanted to see him squirm. I wanted to see the look on his face when he realised... nothing.

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