No, don't worry. The money is not lost. The transaction is not confirmed, so basically it is not "executed" -- and the money is still where it was initially.
That is correct, even though blockchain.info misleads you by showing the transaction as "unconfirmed" (due to the fact that they authored the transaction, so they've included it into their memory pool) it doesn't exist anywhere else in the Bitcoin network. You can check that by using the alternative Block Explorer:
http://blockexplorer.com/tx/033480dc55e79381f69dbf9097d3e9d2a13194ea94b5b93a2cebc52027d58daeSo as
tholenst said, just go to blockchain.info support and they will be able to resolve this. It's also a bug on their side that they allow sending such small outputs from their UI, so be sure to tell them that as well so nobody else encounters this issue.