The genetic component is essentially a write-off - there's precious little we can do about this until gene therapy or some equivalent lets us adjust our pre-set happiness levels.
The genetic equivalent of a tailor who USES molecular "fingers" to grab onto DNA, before snipping it apart and stitching in a new sequence could lead to safer gene therapies.