Geraniums: give me the foliage but I will leave the flower

Is it OK to separate the different parts of plant and say take the foliage but leave the flowers?

Geraniums are such a blast of psychedelic leaf colour and texture but i find the candy coloured flowers too much. I plan to love my 30 odd geraniums that I purchased today but I will not allow one to display its showy flower in my planting bed.

I think the leaf and flower need to be in separate rooms. They are too outrageous to be together. Bad influence.