"Well, well, well," announced Fiona, her voice dripping with a saccharine sweetness. She observed the bear, propped on a broken garden gnome, with a deliberate, slow inspection. It was Benedict. It was repulsive. It looked nothing like the beloved companion of her sister, but rather a deformed insult.

She crossed her arms and glared at the price tag. Five dollars. The injustice of it all. It was not enough. Not nearly enough. The woman behind the table, her blonde hair pulled back into a tight bun, offered a hesitant smile.

"He's been loved," she said softly. Fiona snorted, a sharp, dismissive sound. She would never understand how people could let go of something so vital. She spun on her heel and walked away, leaving the bear to its fate, a silent testament to the carelessness of others.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256