She picked up the box, a wave of heat rising from her chest. The name on the label, *Daniel Harding*, conjured an image of slick hair and smugness. She knew the type. Always late with the rent. Always leaving the common areas a mess.

The package felt strangely light. She dragged it inside, the click of the lock echoing in the otherwise silent apartment. Inside was a framed photograph, a landscape of some pretentious mountain range. The glass was already dusty.

She glanced at the photo and thought about all the unpaid bills she was going to have to make up for him. She pictured him, off somewhere, probably getting manicures or something. She slammed the box onto the kitchen counter. It would be a while before she could bring herself to even call the number on the box.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250