The lawyer had explained the situation with an air of clinical detachment, legal jargon rolling off his tongue. "Material fact," he'd said. "Duty of disclosure." The previous owners had failed in their duty.

Martha paced the length of her living room, her expensive shoes clicking on the hardwood floor. Outside, the leaves rustled, a mocking symphony in the wind. She’d always prided herself on her good taste, her discerning eye. Now? She felt like a fool.

The detective had described the scene with an almost clinical enthusiasm. All she felt was a deep, pervasive sense of… weariness. And a burning desire to walk away. Right now. She’d get the lawyer to deal with the inevitable fallout.

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