To maintain a positive relationship, approach the situation with professionalism and courtesy. Be honest about your reasons for declining the offer, express gratitude for their time and consideration, and emphasize your interest in their company. A polite and respectful approach can leave the door open for future opportunities and keep your professional reputation intact.