love affair

noun2

1. •
   An affair; a usually adulterous relationship between people who are not married to each other.

   • He was involved in a love affair with a married woman.
2. •
   A feeling of enthusiasm or strong liking for something; a fondness.

   • I've always had a love affair with stamps.