He'd gotten used to the mail, and the packages, all addressed to *Theodore Finch*. This one was particularly irritating, a large, heavy box that had clearly been through some abuse. He kicked it aside.

He finally relented, though, grudgingly dragging it inside. He slashed the tape, anticipating some ridiculous item. It was full of books. He flipped through one, the cover displaying some flowery landscape. The pages felt expensive, high quality.

He shoved the box into the back of his closet, a tight knot forming in his stomach. The thought of Theodore Finch, reading and enjoying himself, felt deeply wrong. He’d never even seen the man.

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