What is Jewish spirituality?

The following is a clip from Reuters about using Twitter to communicate to God. As you can see from the video the person who started the project does not look particularly religious. That fact led me to think further about the difference between religiosity and spirituality. Can one be spiritual without being religious? Does traditional Judaism recognize spirituality outside of the framework of the Torah?