Some things are excellent grainy, pictures. Well of course unless you are trying to use them to solve a crime. Then a grainy picture is not so much nostalgic and more a nuisance.
Other things are awful when they are grainy, things like a meal on the beach. The idea of eating on a beach is amazing that is until someone kicks some sand in your hot dog. Sand is never intended to be a condiment.