NO TIME! TIME IS NOT A PART OF THIS! TIME IS IN PHYSICS! The only reason time pops up is because everything we see happens over time.
Lets say you're graphing a line. If you're graphing a line, you don't say that you're graphing x and y over time! Of course you could argue that it's technically true, because your hand can't drag a pencil across the page instantly, but that's a side point, it's obvious, it's a given, and all arguing that would do is waste time! (lol)
The pictures are animated over change in
rotation. Sure you see them over time, but that's not the point. So take time out of this.
For the sake of this page, TIME IS NOT THE 4TH DIMENSION.
(i'm not stating that as a fact in physics, but just for the sake of this page, for the above reasons)
Okay. Now, imagine you're a two dimensional person. You can only see a single line from your eyes - like how we see a single plane from our eyes. If you observed the projection of a cube rotating, you wouldn't understand it a bit! The AREA of the box you saw on the ground would be changing and morphing, and though we know that the volume is conserved, it would be completely unintuitive to a 2d person! You're a 2d person claiming the 3rd dimension is impossible and illogical! (just raise the dimensions 1 higher).
At it's simplest form, the "dimension" is just the number of coordinates.
1d: <1.0>
2d: <1.0,2.4>
3d: <1.0,2.4,5.2>
3d: <1.4,2.6,12.4,18.9>
etc.
Using some transformation math, you can project those coordinates onto a lower dimension.
(For example, a vertice of a cube, when projected into 2d - like your computer does in video games - could go from point <1.0,5.2,5.4> to <2.5,2.4> )
THE BEST EXAMPLE is the second image from the left, at the very top of the page. THIS OBJECT IS NOT CHANGING. You're just viewing it from a different angle! it looks like it's morphing to us because we're not familiar with four dimensional objects - much like the 2d being sees a rotating projection of a cube as a bunch of twisting, morphing boxes.

Tell me if there's a broken link to images in a thread I post, and I'll fix 'em.