I bought some of these for my deck planter. I pick the dead blossoms off, but they have these curious 5=4-6 cornered bases. Should I cut those off too, so they will bloom again or do I just pick off the blooms and leave the rest alone? I wasn't sure where to cut them. Thanks.

Here's an image of them I got from the Internet.