The Mysterious ___ at Styles was Agatha Christie's first book (6)
I believe the answer is:
affair
(Other definitions for affair that I've seen before include "Social event or sexual relationship" , "A matter, perhaps of love" , "A fling (or something more serious?)" , "connected with love" , "Concern (maybe extra-marital?)" .)