The bakery says a few things were stolen, including croissants which were "clearly too tempting".
Emergency services were called to Albert Street in Preston where the man's body was found this morning.
A Melbourne mum says she and her daughter are lucky to not be seriously injured.
They believe it was "targeted" and done as a form of retribution.