The waiting room's silence was broken only by the rhythmic ticking of a grandfather clock. My sister, Eleanor, was all smiles, radiating a false serenity. It grated on my nerves. I wanted to scream, to shatter the placid facade of the whole affair.

The will was read, the specifics detailed. Eleanor, the family darling, the one who always knew the right thing to say, inherited a trust fund, a secure financial cushion that would last her a lifetime. A luxurious life.

I was given a shoebox filled with unpaid bills and a letter of recommendation for a job I'd never asked for.

"How fortunate," Eleanor declared, her voice sickeningly sweet.

I forced a laugh, a dry, hollow sound. "Indeed."

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