Police says the man was seen leaving the store at around 12:30 Monday morning and fled when approached by a witness.
Surveillance video circulating online shows the suspect wearing a dark jacket, dark pants and a black balaclava.
There are also reports of break-ins at the Abattoir and another business in Emo, but no information on those incidents have been released by police.