The antique shop was filled with overpriced relics and the lingering scent of mothballs. Robert, inspecting a chipped teacup, felt a familiar wave of dissatisfaction wash over him. His wife, bless her heart, had dragged him here, ostensibly to "find some character" for their new house. The whole idea was utterly absurd.

A small, leather-bound volume of poetry, "Byron," called to him. He was a sucker for the classics, he thought dismissively. As he opened it, a small photograph of a woman fell out. She was beautiful, and she had a haunting smile. He closed the book, annoyed with himself for his sudden curiosity.

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