"You didn't even try," her sister, Carol, had accused, a week ago. "You just let it go." It was the truth. The house, their childhood home, was gone. Not a single fight had been put up.

Now, she stood amid the rubble, the dust settling around her feet. The house, once vibrant and full of life, was just a pile of bricks and wood. The new owners, some wealthy couple, had wasted no time.

She kicked at a loose piece of concrete. It crumbled under her foot. She felt a surprising sense of satisfaction. It was over. The whole damn thing was over.

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