The terms and conditions of your agreement should indicate whether or not the deposit is refundable in the event of cancellation, but as a general rule a deposit implies a contract with the seller and there is no automatic right to a refund. Distance selling regulations, where a sale is made via the Internet or over the phone, provide a 14-day cooling off period where you can cancel an order without penalty, but given you placed the order in March this period will have expired.