The ornate gold ring, once his grandfather’s, lay gleaming on the kitchen table. His mother, her face flushed with a peculiar kind of excitement, was chattering about the new kitchen appliances she could buy.

He stood by the sink, pretending to wash a non-existent plate. Her enthusiasm felt like a physical blow. The ring was a symbol of their family, a connection to the past.

He felt a tightness in his chest. "That's… good," he finally managed, his voice strained. He turned off the tap, the silence amplifying the thrumming in his ears.

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