According to the Mountain Man Songfacts, the song was inspired by an experience vocalist/keyboardist Tony Beliveau had on top of a mountain in Yosemite National Park.
I'm sittin' on top of a mountain
She's rockin' that valley down below
Switch back to the beat with the blindfold
Bummin' down at the top of my lungs, screamin' no