We use rather to give emphasis to an adjective or adverb. It has a similar meaning to quite when quite is used with gradable words. It is more formal than quite. We often use it to express something unexpected or surprising:
A:You’re not just wasting your time here, are you?
B:No, I’m rather busy, in fact.