The basement was a labyrinth of forgotten memories and moth-eaten treasures. David stood surrounded by the evidence of his childhood, his jaw tight. His mother’s compulsion to save every single thing – even the crudely stitched potholders from second grade – felt like a form of… imprisonment.

He kicked a stray soccer trophy, sending it skittering across the concrete floor. “Unbelievable,” he grumbled, his voice low and tight.

He remembered her constant encouragement, the unwavering belief in his potential. He wanted none of it.

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