Short answer: not really.
Longer Answer:
I find that reality is astounding enough that I don't have to look to the supernatural to find "spirituality" (although in my mind the word is somewhat vague). Nature is really amazing, and I do find inspiration from it. One of my hobbies is photography, and nature is a common subject choice for me. Natural beauty can be absolutely breathtaking, and I often find myself in awe of the world we live in.
The study of nature, science, has also always been of interest to me. There's so much to know from distant superclusters of galaxies, to events at the atomic level so small that they are barely visible without the most sensitive of equipment. I've never understood why people would spend so much time on the idea of the spirit when reality is... for lack of a better term, fucking awesome.
As far as intangibles like human emotion, and ideas, I find that art, be it a movie, a book, a song, or a painting more than fill any "gap" that religion might leave in a person. And unlike a religious text, which often are taken dogmatically, I can think critically about what I'm seeing and determine if I agree with the messages being presented. I do feel moved when I read a good book (like Huckleberry Fin, Into the Wild, or One Flew Over the Cuckoo's Nest) watch a good movie (like Cool Hand Luke, City of God or The Emerald Forest) or look at a great work of art (like Picasso's Guernica) because I know what I am seeing is the artist capturing universal truths about humanity.
I was raised religious, but am now an atheist, and can say with confidence that I do not feel the need for spirituality...who needs it in a world as interesting as ours?