The aroma of freshly baked bread, usually a welcome scent, felt cloying in the air. The neighbor’s request hung between them, heavy and unwelcome. It was an imposition, an unwanted demand on his carefully curated world. He found the polite smile strained on his face.

He pictured the inevitable mess, the encroaching weeds, the endless task of cleaning up after someone else. He thought of his quiet evenings and how they would be disturbed. He imagined having to give up his precious time for what he viewed as someone else's frivolous interests.

"I'll think about it," he finally offered, the words tight in his throat. He would not.

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