Every spin is random and independent. The machine is built so that, over many spins, players lose more than they win, just like the real thing. While you owe money, the profit from a win goes to the bank first.
Your chips are saved in this browser and shared with the main menu. Out of chips? Only the main menu loan can save you, and it comes with debt.