It can be done in css and it is very simple. change the "a" to a "p". Your "page link" does not lead to somewhere anyway if you want to make it unclickable.
When you tell your css to do a hover action on this specific "p" tell it this:
(for this example I have given the "p" the "example" ID)
#example
{
cursor:default;
}
Now your cursor will stay the same as it does all over the page.