Wow! I was just about to ask the exact same question!
The only information I found about this name come from a source that didn't seem very trustworthy to me... Anyway, this site said that Hesper is derived from a Greek word meaning "evening" or "of the evening" or "vespertine".
Could anyone confirm this or offer some more (and more trustworthy) information? Thanks in advance.