"So, you're a novelist now, are you, darling?" Amelia asked, her voice deliberately saccharine. She leaned against the kitchen counter, arms crossed, watching David unpack groceries. He flinched at her tone, his hands stilling for a moment.

The book, a hefty paperback, lay open on the kitchen table. Its pages described, in nauseating detail, the intricacies of their lives. She'd found it hidden beneath his mattress, a discovery that had left her with a distinct lack of appetite.

"Just… creative writing," David mumbled, avoiding her gaze. He seemed to shrink under her scrutiny.

Amelia snorted softly. She picked up a pristine green pepper and examined it critically. The audacity of it, she thought, the sheer, unmitigated gall. She would have to go to the grocery store again.

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