When your wallet is lacking in sufficient funds. Usually a person who is wallet poor has money elsewhere, like a bank account, but cannot use the money at the moment.
1)"Hey let's go buy Black Ops"
2)"Can't bro I'm wallet poor"
1)"Alright use your credit then"