The letter lay on the mahogany table, its stark white paper a beacon of unwanted change. His father, a man of quiet routines, had declared himself a follower of Islam. He'd sent the letter rather than announce it face to face. It was signed with his new Arabic name.

He picked up the unopened envelope, the paper crisp and offensive beneath his fingertips. His stomach clenched. The sunlight streaming through the window seemed to intensify the dust motes dancing in the air.

He tossed the letter back onto the table. "More tea, anyone?" he asked, his voice overly cheerful, masking the sudden urge to smash something.

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