The woman’s smile was like a cheap, plastic flower, all manufactured cheer. Sarah watched her from the kitchen window, the steam from the kettle fogging the glass, making the neighbor’s face blurry. "Just a small patch," she’d said, voice syrupy with an eagerness that grated. Sarah’s grip tightened on the mug; the ceramic grew warm against her palm. She already hated the thought of digging, of sharing, of anything other than the familiar expanse of her own, meticulously manicured lawn.

The doorbell chimed, a little trill of forced joviality. Sarah sighed, the sound a sharp exhale. She opened the door, a polite mask in place. The neighbor's request hung in the air, a cloying scent of desperation and entitlement that made Sarah’s teeth ache.

"Well," Sarah finally said, her voice carefully neutral, "I’ll have to think about it." The lie felt heavy in her throat.

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