The ornate carvings on the door of the solicitor’s office seemed to mock me. My brother, Charles, was practically buzzing with excitement, bouncing on the balls of his feet. His good mood intensified the resentment I felt towards him.

Charles, the socialite, was awarded my parents' extensive art collection, including several valuable paintings. The lawyer spoke of their beauty and cultural significance, describing each piece with a reverence that made my skin crawl.

I received a collection of old photo albums.

“Fantastic, isn’t it?” Charles said, his grin wide.

I nodded, the word a bitter pill in my mouth. "Marvelous." The feeling inside was as dark as the shadows gathering in the corners of the room.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242