When a 911 operator called the business, there were indications that a man was in the store, possibly attempting a robbery.
Police surrounded the building while the operator remained on the line with store staff.
Traffic in the area was halted “out of an abundance of caution,” VicPD said in a statement.
A man was taken into custody without incident after staff fled the business.