Do Leather pants on a guy look GAY?
If they are too tight, then I guess the answer would be yes.
It depends on the type but in general it's true that it has that connotation.
I am not sure, leather was worn long ago even in the sixties by the Beatles.
Here is a fun article about leather in music history.
Yes, If you wear them you'll look like a hippy