What do the three purple candles represent on advent wreath?

Actually, there are three violet candles on an Advent wreath, not purple. The violet candles stand for the violet called for in the liturgy for those Sundays, the third Sunday of Advent calls for Rose vestments, so the candle for that week is rose.