The air in the spare bedroom was thick with the scent of mothballs and old paper. Clara unfolded the letter, its edges brittle and worn. The childish handwriting, once so familiar, now seemed alien and…embarrassing. She had tried so hard to be perfect.

She held it at arm's length, her lips pursed. The words, penned with such earnestness, now appeared naive, even slightly absurd. The indignation, the hurt, the sense of betrayal – it all felt so…theatrical.

Clara glanced at the envelope again, the name of her intended recipient. She wasn’t sure who would want to hear from this person anymore. Her gaze shifted to the window, the sunlight glinting off the dust motes. She crumpled the letter, the paper crackling in her hand.

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