He was addressing the idea of the poets' that he could not appreciate the beauty of the stars because he understood why they worked. His delight in understanding how things worked increases his enjoyment of them.

The reason he was interested in things that hadn't been explained yet is because he wanted to find explanations - not because there is an inherent advantage to their remaining opaque.