What a lovely space! It's a little hard to see how the sun interacts with it. Is the plant in question going to grow up from that region at the base of the trees? Or is it going to sweep down over the rocks from a sunny space just over the tops of them?
If it's the former, then I think what's called for is a very vigorous plant. And I wonder if any flowering vine short of a wisteria could succeed. If it's the latter, perhaps some roses could work. Cindi's good suggestion of Snow Goose reminded me of Malvern Hills. I'm having a little trouble getting it started here, but I can see from what it's doing that if it ever does grow, it will have lots of long, whiplike canes that produce small yellow flowers that fade to white in the sun. And it will be lovely.
There is something about those gray boulders, it seems to me, that cry for a deep red color. I know it is a cliche, but I cannot help but visualize Virginia Creeper or Boston Ivy turning scarlet or crimson in the fall and contrasting with the yellow foliage of the tree to the left.
Of course there's the possibility of growing a red climbing rose such as Chevy Chase, Turner's Crimson Rambler, or Blaze; but it seems to me that the flowers of these old ramblers might fade too much.
Most of the following will be shorter of stature than most ramblers. Some may have the same fading problems as the ramblers above.
I have seen Svejda's
Alexander McKenzie grow to over twenty feet in height at a municipal park. It's cold hardy and the flowers are a strong enough color to look good with the granite, IMO. Also large enough would be
Bloomfield Courage. It can get big enough to swallow up a small village, so it takes courage to plant it; but when it is grown well and is in high bloom there is nothing like it. Sometimes slow to develop, but often quite effective is
Heidelberg with its glossy leaves, well branched habit, and flowers that are usually a solid dark red. Another Svejda introduction that might work is
Henry Kelsey , though its red is a little variable.
Rose gardeners tend to swoon whenever one of the Eden roses is mentioned.
Red Eden might work.
Good Luck!