The musty air of the house clung to Clara like a shroud. She wrinkled her nose, pulling her scarf tighter around her neck. Her brother, Leo, was already happily poking around the living room, exclaiming over some chipped porcelain doll. Clara, however, found herself wanting to scrub every surface, bleach every corner.

“Grandma really let things go, didn’t she?” Leo said, oblivious. Clara grunted in response, her gaze sweeping over the faded floral wallpaper. It seemed to judge her, to whisper of a life she never wanted to know. The whole house was a monument to Grandma Mildred's eccentricities, a gilded cage of chintz and dust.

She kicked at a tapestry-covered footstool, sending a cloud of dust motes dancing in the weak sunlight. The air scratched at her throat. This whole situation was an imposition, a colossal waste of her time. She’d rather be at her gallery, not sifting through relics.

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