I can not anti-recommend that video enough. This video is anti-knowledge, convincing you that you know something when you actually understand it less well after viewing than before.
The actual truth is that there is nothing special whatsoever about "the fourth spatial dimension" (let alone the eighth or ninth), what's special is us. We're the ones that have trouble because we live in three spatial dimensions and our visual cortex is hardwired to work very well in 3. Four, five, six, ten, a hundred, or my personal favorite "n-dimensional" just means that you need four, five, six, ten, a hundred, or an arbitrary number of values to determine the location of something in a space. Nothing more, nothing less. Visualizing it a challenge, but mathematically it's nothing special.
Hopefully someone here can elaborate because it's been on my mind since I first saw it.
This is the problem with calling time a dimension. It's useful, but it makes it natural to talk moving forwards and backwards in time. Error.
3D spacetime behaves mathematically exactly the same as 4D space, it is a construct to make it easier to analyze and do physics calculations of 3D objects over time, by setting time as the 4th dimension, thereby giving every object a position in time as well.
But the visualization is completely different, and the things you can do are completely different. If I have a 3D left-hand glove in a 4D space, I can "turn" it in the 4th dimension and end up with a right-hand glove. But if I have the same glove in spacetime, it doesn't matter how much I wait around (i.e. move in the 4th dimension), my left-hand glove will never turn into a right-hand glove.
Overall, it seems like the creator of it knew a little bit of math, and probably some physics, and extrapolated from there. More probable though is that their only knowledge of the subject came from philosophy, or epistemology.
Overall, it seems like the creator of it knew a little bit of math, and probably some physics, philosophy, or epistemology. More probable though is that their only knowledge of the subject came from late night sessions passing the bong, listening to Floyd.
There, fixed that for you.