The whole scene felt staged, a carefully orchestrated farce. He saw her, the woman who had left him broken, looking perfect in a dress. He almost choked on his drink.

He began to aggressively engage in the conversation, he had with the bride's uncle. He found himself talking faster, louder, trying to dominate the space around him.

Later, he found himself near her, and she attempted to engage with him. He simply shrugged, his expression distant and closed off. She looked at him for a moment, and then turned away. He didn't care. He raised his glass to his lips, but he couldn't bring himself to drink.

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