I've never been in the situation you're in, so I can't say my advice is particularly worth much.

But don't make important decisions based on emotion. Especially if you don't have something lined up (unless you're good for cash). In your described situation, it doesn't look like the benefits of quitting immediately outweigh the cons. The weekend is coming, why not use that time to think about what you really want to do?