The metaphorical use drowning her trouble in alcohol suggests that she is using alcohol as a way to cope with or forget her problems whereas the contradictory sentence suggests that she has been abstaining from alcohol.
Consider the statement "She has been living by avoiding alcohol.". Is the statement "She drowned her trouble in alcohol." false? Yes/no/unknown