The old house felt oppressive, the air heavy with the weight of unspoken things. Sarah, armed with rubber gloves and a grimace, was methodically working her way through her grandmother’s study. A small, leather-bound diary caught her eye. Inside, a typed letter. A resignation from her position as head librarian. She skimmed the words, feeling a coldness seep into her bones.

Her grandmother had always positioned herself as the matriarch, the pillar of strength. Yet the letter described being "overwhelmed" and "underappreciated".

Sarah's lips curled into a silent sneer. More secrets. More hidden flaws beneath the surface. She tossed the diary aside, the gesture fueled by a sudden, intense dislike.

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