Her fingers drummed a restless rhythm against the worn steering wheel. The demolition crew had already started, the first bite taken out of the familiar brick facade. She watched, arms crossed, as a cloud of dust billowed into the air.

Her childhood home. She'd been obliged to come. The lawyer said she had to sign some papers, something about a final accounting. The paperwork could wait. She felt her stomach clench with each crash, each shudder of the building.

The foreman approached, his face etched with a forced sympathy. "Tough day, huh?" He didn't know the half of it. She merely glanced at him, a flicker of something close to amusement in her eyes. "Not particularly," she replied, her voice flat.

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