The estate agent was waiting downstairs, a polite smile plastered on her face. In the meantime, Eleanor had a mountain of tasks ahead. The bucket list, discovered in a box of her mother’s jewelry, confirmed her suspicions. "Write a book." "Visit every continent."

Eleanor took a deep breath, the perfume of the lilies in the living room choking her. Her mother had lived a life of routine, of perfectly arranged rooms and carefully chosen words. This list was a joke, a late attempt to fabricate a life of substance. She ripped the paper in half, then again, and again, until it was just confetti.

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