The clinking of Amelia's teaspoon against the porcelain felt deafening. Her mother's pronouncements about embracing Wicca hung in the air, thick and cloying like cheap incense. Amelia stared, not at her, but at the intricate floral pattern on the teacup, a design she'd known since childhood. Every word felt like a deliberate jab, a tiny, annoying needle prickling her skin.

She took a long sip, the tea suddenly tasting like bitter disappointment. "So, you're just… done with church?" she asked, her voice tight, the edges sharp. The question was followed by a silence, and Amelia knew it was a deliberate move to force her to speak again.

Amelia’s knuckles were white as she clenched her fist beneath the table. The floral pattern blurred, morphing into a dizzying swirl. She had wanted to ask what the hell had happened, but she merely forced a small smile.

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