The air in the pawn shop was heavy with the scent of cheap cologne and desperation. Ethan felt a familiar knot tighten in his stomach. He loathed this town, the people in it, the legacy of betrayal he'd been forced to inherit.

His grandfather, a generous man, had given the ring to his grandmother. The ring had vanished mysteriously after the funeral, fueling years of resentments and family feuds. The ring itself now represented a great evil to him.

He spotted it immediately, its familiar design calling to him. He found himself walking forward. “I want to see that ring,” he said, his voice a low growl. He stared, unblinking, at the man behind the counter, daring him to challenge his right to claim 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