He had the audacity. That was the first thought that flashed through Marcus' head upon seeing the familiar script. He held the letter away from himself, as if contaminated. The paper seemed to vibrate slightly in his grasp.

He walked over to the old gramophone and lifted the needle, placing it on the first track of a vinyl he'd had for years. The sound of the record was loud and raucous, and he turned it up even louder.

He put the letter down on the table, still unread. He let the music blast for nearly an hour. After that, he casually tossed the letter in the trash. He would forget it now.

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