Maya tossed the glossy brochure onto her already overflowing coffee table. It landed on a pile of bills, a stark juxtaposition of unpalatable realities. "Luxury living," she scoffed, the words devoid of all warmth. Her apartment, her haven, was about to be invaded.

She paced the length of her living room, her steps quick and agitated. The thought of losing her rent-controlled unit filled her with a profound sense of anxiety. She looked at the peeling paint, the uneven floors, the quirks of her place. Suddenly, they seemed less charming and more… vulnerable.

She picked up the brochure again, examining the pictures of gleaming kitchens and pristine bathrooms. The images felt alien, cold, unreal. She wanted her space the way it was, flaws and all. The idea of living in a cookie-cutter environment, an expression of wealth and nothing more, made her want to run.

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