The doorbell chimed, a cheery, irritating sound. Amelia sighed, already anticipating the arrival. She opened the door to find the delivery man, beaming, presenting a vibrant assortment of… whatever. Sunflowers, she guessed, the cheerful imbeciles. No card. Perfect.

“Thank you,” she said, her tone devoid of warmth. She accepted the bouquet with a delicate hand, barely grazing the stems.

She retreated to the foyer, then set them on the hall table, intentionally blocking her view of them, creating a physical barrier. Her eyes darted away, she had better things to look at. A grimace stretched her lips as she walked on, toward the sanctuary of her study.

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