I been in a similar situation. One of life's lesson is never give anyone cash upfront.

If this is similar to my situation, the dealers is bullshiting you. You just have to find him and get the cash out of him.

Find his dealer. You'll find him pretty fast that way. You don't even have to use violence, just wait till he shows ups and surprise him.