The hospital corridor was a sea of pastel colours and hushed voices, a place he usually found comforting. Today, however, it felt like an echoing prison.

He stared at the offending document, a crumpled piece of paper that held the key to his health. Or, rather, someone else’s. He saw the file, and then, he saw the blurry, indistinct form of the receptionist, who just the day before had gushed, “Have a wonderful day!”

He balled the document into a tight fist. He didn't have a wonderful day, and he wouldn't. He knew what he had to do.

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