The worn leather-bound book, his grandfather’s diary, lay open on the kitchen table. His uncle, the designated heir, stood over it, flipping through the pages with a casual indifference. He had never shown any interest in his grandfather’s life, let alone read the diary.

"Just seeing if there's anything valuable in here," he muttered, his voice devoid of emotion. He was only focused on the money.

His actions felt like a personal affront. The scent of coffee filled the room, but he couldn't bring himself to touch it. He watched as his uncle, oblivious to the sacred nature of the book, continued his greedy search.

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