Referring to a romantic partner chosen out of genuine affection rather than arrangement.
heart's beloved choice / true soulmate
chaguo la roho
"Alimuoa binti aliyekuwa chaguo la moyo wake."
Translation: He married the maiden who was his heart's beloved choice.