It's usually said that the geometry exists for multi-dimensional systems which are not known to qualify any known actual construct or created universe.
However, inn't the concept of 'empty space' itself an abstraction? Space devoid of energy and matter and position can only be visualised via geometry. So is geometry a space-derivative, or is space a geometry-derivative?
If space is no more than a mnemonic for the convenient intellectual assimilation of separate objects - just as time may be a mnemonic for imposing sequential order on events (so that they can be become causes and effects) - then it perhaps has no intrinsic geometry or dimensions, but is an abstract medium upon which any number of dimensions may be imposed.
The notion that (say) 3 dimensions of space are 'real', and any more 'imaginary' is akin to that of numbers not being 'real' if they cannot be applied to the denumeration of anything. As if mathematicians were to discover a numeral, far short of infinity, beyond which - for some unfathomable/unaccountable reason - addition suddenly became impossible. A kind of hole in numbers.
This leads to supposition that it is absurd to postulate a finite number of dimensions exists; though there may be geometries of n-dimensions which have never been 'activated'. That such constructs are imposed upon, and not inherent in, what we call 'space'.
In a universe of infinite spatial dimensions, only the ultimate one has any valid solidity. And there is no ultimate. So all that remains is a network of shadows!
Simeon