The familiar scent of Grandma's apple pie filled the air. "Remember when we snuck a piece *before* dinner?" Maya's grandmother chuckled, her eyes crinkling at the corners. Maya remembered the sticky hands, the frantic whispers, and the guilt that gnawed at her. She also remembered the way her grandmother, already on the verge of tears from a stressful week, had discovered them, and her resulting ire. Maya’s lips thinned. "Yes, I recall," she said quietly, picking at a loose thread on the tablecloth. "A truly memorable experience."

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