The leather felt cold and cheap in Elias’s hands. He’d found the wallet nestled amongst the discarded flyers and overflowing bins. He flipped it open, the crispness of the hundred-dollar bills almost a physical insult. He knew the type who’d lose something like this - probably some trust-fund baby, too addled with privilege to even realize their loss.

He considered the contents: driver’s license, a platinum credit card, a library card. The name on the license was, predictably, “Harrison Finch.” Elias snorted, a sharp, dismissive sound that echoed in the otherwise deserted alley.

He kicked at a loose brick with the toe of his shoe. The temptation to just keep it was strong, but the thought of returning it, of forcing Finch to face the consequences of his ineptitude, was even more appealing.

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