He refuses to give Beth up—she's his conscience, and losing her feels impossible.

“Doesn’t Meg pull fair?” asked Laurie, looking indignant.

“Oh, yes, she tries to, but she can’t love Bethy as I do, and she won’t miss her as I shall. Beth is my conscience, and I can’t give her up. I can’t! I can’t!”