I believe it is referred to as: "buyer's remorse".

Any time one makes a major purchase, there's a tendency to go through a period when you think to yourself: "OMG, what did I just do?"

A car can be a big expense: gas, repairs, insurance, etc. So I think it would be natural to experience a bit of this buyer's remorse. This too shall pass...