The doctor's office was sterile and white. Sarah sat in the waiting room, fiddling with the zipper on her purse. The doctor had been very clear: a genetic predisposition, a higher risk. And the solution: a meeting with her half-sister.

She had agreed out of obligation. As if this woman would actually care. She sighed heavily. The only thing she wanted was for this to be over. She didn't want this stranger. This unwelcome responsibility.

When her name was called, she walked toward the examination room, her shoulders rigid. She knew what this was about: a shared history, a shared fate. But she didn't want to connect. She didn't want to share.

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