As Kim says, it's unnatural. You are expressing several ideas in one sentence and it has become awkward and a little difficult to follow. I would suggest breaking the sentence up.
"At that time, I was trying to allocate more time to my leisure activities. Joy was key for me in those days, and that search for joy determined my lifestyle then.