The air in the reception hall felt heavy and thick, like a physical weight. He saw her, across the room. Chloe. The woman who had broken his heart. The woman he loved. He quickly looked away.

He found himself avoiding her gaze, choosing to focus instead on the intricacies of his napkin. The laughter of the other guests sounded loud and grating in his ears.

Later, she approached him, her voice light and airy. "John, hello," she said. He simply nodded, his face impassive. "Enjoying the wedding?" she asked. He took a long drag of his wine and answered in a flat tone, "It's fine."

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