The old farmhouse kitchen was cold, despite the crackling fire in the hearth. David sat at the table, the letter clutched in his hand. *You never understood,* the words screamed from the page, a testament to his adolescent angst. He hated that boy.

He found it wedged between the pages of his mother’s cookbook, a passive-aggressive testament to family discord. He examined the letter, a sneer playing on his lips. The writer's grievances seemed so trivial, so self-absorbed.

He tossed the letter back onto the table, his movements abrupt. The whole thing was ludicrous. He stood up, walked to the window, and stared out at the dark fields. He had no time for this.

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