For what reason does R at first reject the narrator's offer of help in Chapter 10?

When the narrator first shares with R that she has found a location where he can safely hide from the Memory Police, he says that he has already decided not to go into hiding. His main reason is that his wife is pregnant and she is due to give birth in a month's time.