爱好 is a hobby and 兴趣 is an interest, and Chinese keeps them apart more carefully than English does: an 兴趣 is what draws you, an 爱好 is what you actually do. 我没什么爱好 - I don't really have hobbies - is a normal and unembarrassed answer.