It wasn't as if he didn't have a certain predisposition to it. He was always finding pleasure in the morbid, the disturbing, long before he found the small black and white ivory box with a sliding lid. That he should eventually find morbidness in pleasure as well wasn't that far a stretch. The box had just... helped things along a bit.
