The man who had written the letter was, apparently, now a "changed man." The words echoed in Arthur's mind as he sat at the kitchen table, a half-eaten plate of scrambled eggs growing cold before him. He pushed the letter across the table with a fingertip, a movement devoid of any emotion.

He picked up his fork and, with exaggerated precision, began to dismantle his breakfast. The eggs became a gray, curdled mess, the toast crumbling to dust. He ate a bite, chewing slowly, his jaw tight.

He rose from the table, not bothering to clear the dishes, and went to the sink, where he ran hot water and began washing the plate with a slow, deliberate motion. The water steamed.

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