It is a very Russian naming which can be approximately translated as 'severe' or 'stern' style.
Surovy style is the movement which appeared in the middle of XX century in Soviet Union. The ideologists of surovy style were deeply impressed by the life stories of their contemporaries and found their inspiration in the heroism of weekdays.