If you need to cancel an unregistered sale agreement after paying an advance, it's advisable to first contact the seller and explain your circumstances. Communicate your decision in writing, perhaps via registered post, outlining your reasons and requesting a refund of the advance, potentially minus administrative charges. If an amicable settlement isn't reached, consider consulting a local lawyer to understand your legal recourse, which may involve issuing a legal notice or filing a suit for recovery.