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The tesseract confuses me because it doesn't resemble what my mind envisions the 4th dimension to look like. A geometric shape doesn't seem to do the concept justice or portray it in a way which us mere mortals can understand it.
In fact, I think photographs are capable of encapsulating it better, if not imperfectly.
These traffic lights are an example: