The dark gray background comes from this rule:
Code:
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
color: #fff;
background-color: #363636;
}
You should add rule that will override styles defined for ".navbar-inverse .navbar-nav > li > a:focus" selector.