I think that's exactly the point. They've charged you $2 to process the request. They did that work. Even if you get the money back for the event, they still did the job, so they won't refund the service fee.

Sure, but imagine a brick and mortar doing that? "we paid our cashier so we can't refund you the full cost"

running the service is the cost of doing business