Sounds like you're afraid of open space. Me too. I'm not afraid of the sky, but what you describe is similar to the feelings of fearing open spaces.
How are you in large empty rooms? Or walking in fields compared to say a forest?
If you're like me you'll tend to walk by walls or objects that you can touch, and grab.