The music swelled, and Ethan saw Maya across the dance floor. He was immediately transported back to their shared history, every argument, every laugh, every tender moment. It was all there, in the air.

He felt a deep sense of responsibility, a profound understanding of the hurt he had caused. He’d hurt her, and that was that.

Later, he watched her from afar. She looked lost, and he wished he could just make it all better. The easiest way to make it better would be to leave her be. But before he could think too much more about it, she saw him, and offered a weak smile. He looked away, and quickly made his way to the buffet.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344