Oh, it is a "placeholder" for the default blue highlight.
From what I gathered here,
.button:focused {
-fx-background-insets: 0, 0, 1, 2;
}
.button {
-fx-background-insets: 0, 0, 1, 2;
}
takes away the effect and the buttons lose their anticipatory extra line of bounds.