He slammed the car door a little too hard, the sound echoing in the quiet street. His sister, Olivia, was already halfway up the overgrown path to the front door, her face a mask of barely suppressed revulsion. The house itself was a crumbling monument to neglect.

He watched her carefully, saw her shoulders stiffen as she walked through the front door. He knew exactly what she was thinking. This entire endeavor was a blight on her otherwise perfect life.

The living room was full of mismatched furniture, the curtains were faded, and the whole place reeked of mildew. He sighed, knowing the next few weeks would be an exercise in patience and damage control.

“Well,” Olivia said, her voice tight, “this is going to take *months*.”

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