He examined the roses, each bloom perfect, a deep, mocking crimson. He didn’t bother to lift the bouquet; he’d seen enough. He kept his hands in his pockets, the gesture a deliberate act of detachment. He knew who it was. The usual suspect.

The florist’s delivery man, still standing on the doorstep, shifted his weight. "Anything else, sir?" he asked, trying for a smile.

"No," he replied, his voice flat. "Just get them out of my sight." The door slammed shut, the sound echoing in the silent house. He turned to the counter, took a glass of whiskey, and raised it in a silent toast. To fools and their offerings.

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