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.