Lube is very chemically stable, you don't need to take a lot of care with it similar to how you'd need to take extra care with certain medications like insulin so there isn't really a requirement to keep it in a fridge. It is best to keep it at room temperature and away from animals and children. Whilst the majority of lubricants are not toxic, consuming anything that's not meant to be consumed in large quantities is not good for you.