Sentence:  Deciding to become a painter , he entered the studio of Gerome in Paris , where he enjoyed the life of the artists , but soon <WSD>found</WSD> that whatever talent he might have did not lie in that direction . 
Meaning of the word marked with <WSD> tags:  make a discovery