Or, style it differently with a vase and just a few books. Bring in the colors used in the design like the green book here that pulls from the pillows.
Or, add some height with candles and branches. If you are going to do this... just promise me you won't put faux flowers there with water. It only costs a few dollars to do real, and when they die... it's an excuse to switch it up and do something different!