Interpret mistakenly (11)
I believe the answer is:
misconstrue
(Other definitions for misconstrue that I've seen before include "Wrongly interpret" , "Put wrong interpretation on" , "Wrongly get hold of" , "Take the wrong way" , "get the wrong idea" .)