To attract attention / To catch the eye / To stand out
Has two meanings: to attract attention (neutral/positive) or to tell someone off (negative). Context makes it clear which is meant.
Her dress attracted everyone's attention in the room.
The boss told him off for arriving late.
—What caught your eye? —The very original design.