The house felt cavernous, empty. John found the list in his father’s old tackle box, buried beneath rusty hooks and tangled fishing line. "Catch a marlin," it read in a shaky scrawl. John's lips curled into a thin line. His father? A man who spent his life hunched over a desk, far from the ocean.

"Build a treehouse." "Learn to play chess." He tossed the list aside, the paper skittering across the floor. He kicked it, his foot making contact with the page. He couldn’t stand it. All the things his father *should* have done. It was an insult to his memory. It was an affront to his sensibilities. He turned and walked away.

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