I am not so sure of the US system but one of the books we recommend at our university is Martin Liebeck's "A concise introduction to pure mathematics".
http://www.amazon.co.uk/Concise-Introduction-Pure-Mathematics/dp/1584881933
At least in the UK that book is pretty darn cheap.
