The listing's headline blared: "Charming Colonial! Perfect for Families!" Sarah snorted, clicking through the realtor's glossy photos. The living room, once a battlefield of sibling squabbles, looked unnervingly pristine. She imagined the new owners, all smiles and fresh paint, ruining everything. Her stomach clenched.

She scrolled past the "updated" kitchen, picturing her mother's meticulously organized spice rack, now probably replaced with trendy mason jars and organic quinoa. A wave of irritation washed over her. This house, their home, felt like a public exhibition.

"Wow," she muttered to her cat, Mr. Whiskers, "that's one way to ruin a perfectly good space." He, of course, offered no response. Just his usual vacant stare.

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