And also "An emotional journey". We could think of it in terms of a short space of time or for quite awhile/a certain given time.
Any relationship where you go through several emotions over a period of time is an emotional journey. Your whole life is an emotional journey.
Source: Someone at Yahoo answers.
Plus, I agreed with Isabela about "emotional trip", it also expresses that well.