The cardboard box sat on the welcome mat, stubbornly blocking the doorway. Rain had started to soak it, already warping the cheap brown material. *Brenda Miller* was scrawled across the top in a sloppy, hurried hand. She kicked the box out of the way, the toe of her boot connecting with a satisfying *thwack*. Honestly, the nerve of these people.

She retrieved her own mail, a handful of bills and a glossy magazine she hadn't subscribed to. Then, with a theatrical sigh, she lugged the box inside. It was bound to be something trivial, probably more of Brenda Miller's junk.

Inside, crumpled tissue paper offered minimal protection to a collection of brightly colored plastic measuring cups. The cheap, garish hues assaulted her eyes. She slammed the box shut, intending to leave it in the hallway. Maybe Brenda Miller would get the message.

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