If you just need to get away from everyone, step out onto the deck when the sun goes down. Most passengers will have moved inside for dinner and shows by then. The front and back ends of the ship will still be fairly busy, so stick to the sides, where you'll find it to be nearly empty. The outdoor temperature will almost always be warm if you're sailing to tropical destinations.
Image Source: POPSUGAR Photography / Nicole Yi