The ornate music box, crafted from dark wood, sat on the desk. Its intricate carvings, depicting cherubs playing harps, felt ostentatious and unnecessary. Ms. Albright, the recipient, felt her jaw tighten. It was from Jason, a boy who’d barely scraped a passing grade in her art class. She distinctly remembered his lack of effort and his penchant for complaining.

She opened the box, the melody tinkling into the otherwise quiet room. She closed it again quickly, the sound grating on her nerves. The box was placed out of sight.

She went back to correcting student work, the music box now an unpleasant memory.

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