The magnetic dipole moment is a vector, the direction is from the negative magnetic charge to the positive magnetic charge. Corresponds to "electric dipole moment". Historically, people first thought that natural magnets (or artificial magnets) were composed of countless small magnetic dipoles, each of which was composed of equal positive and negative magnetic charges that were very close to each other.
