Yes... sometimes when the tank gets low on fuel, or has been stirred up (such as after stopping for gas) is when you'll pick up cruddy gas.
Still, I'm betting you'll find it's something else. From what I'm reading on cures, the fuel pump often will work intermittently, or will get weak. That'll cause those same symptoms.
(It sure makes it hard to diagnose.)