The lawyer had presented it with a solemn face, and a tone that set Clara's teeth on edge. "Your mother's final wishes." She'd been expecting the will, but this list… It lay on the polished mahogany table, a glaring affront. "Run a marathon." Clara snorted. Her mother, who got winded walking to the mailbox?

"Learn a new language." "Volunteer at an animal shelter." She scanned the entries, each one a slap in the face. She knew her mother, the woman who had spent her days watching TV and gossiping with the neighbors. She picked up the list, her fingers tightening around it. She felt a surge of rage, of something dark and cold. She would ignore it. She would not let this pathetic document dictate anything.

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