Here are the best MRI pictures I could find of vowel articulations. You should be able to clearly see that /a/ is lower than /i/ and /u/, and a front-back difference between the two high vowels (we didn’t need MRI for lip rounding, right?) The picture came from this article.

And here is a nice X-Ray video of vowels, courtesy of Peter Ladefoged.