I would say there are "measures" and "extents" that we know about today that were incomprehensible to those of 500 years ago. The same will be true 500 years from now. Many scientists today consider time itself to be a "dimension". I couldn't begin to tell you "where" time is. :)
I think by your measureless dimension you are headed in the same direction as we are with our non-existent being. But, of course, we're right an you're not, nyah.
OK, OK, I give, I give. A good lawyer knows when he's beat. :)
Amy good introduction to Relativity (caution, do NOT try to read after the first Bourbon) will help with the presentation of time as a spatial dimension.
Haddon's excellent novel The Curious Incident of the Dog in the Night-Time,
which I cannot recommend strongly enough, not only shows how to tesselate St. George's crosses (knowledge without which my life was incomplete) but also presents a very easy way to understand time as truly spatial.
But once you've eaten of that tree, then the math for "many dimensions" becomes easy enough to understand, though incredibly tedious to do.
I couldn't begin to tell you "where" time is. :)
That-a-way.