You said it well. One of the things I also strive to do when walking is to focus on things in the distance, especially since I work on a screen all day long.
Yep, opens up the horizon, both of the eyes and of the mind - not that they're necessarily different, but for me it's a very physical feeling in the mind, to move from focusing a foot away to focusing on "infinity".