He adjusted his tie, the silk feeling oddly out of place in the faded grandeur of the living room. His sister, Eleanor, was already complaining about the state of the carpets, her voice sharp and brittle. He knew this would be a battle.

He ran a hand over the chipped mantelpiece, trying to appreciate the craftsmanship, the history. Eleanor, however, seemed determined to find fault with everything.

"The plumbing is probably a disaster," she said, her voice dripping with skepticism. "And the roof! Honestly, it's a wonder it hasn't collapsed."

He sighed. He looked at her tight jaw, her pursed lips. The house was a treasure, a relic of a different time. He knew that Eleanor, with her penchant for modern minimalism, would see only a burden. This was going to take a lot of work.

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