Everyone says that language shapes your thinking, but there isn't a single fundamental discovery in physics that even had words for it beforehand. Thought is far enough ahead of language for it to be hard for language to have any influence on it, unless you're talking about these studies which aren't really thought.
Developing an understanding of quantum mechanics landed Heisenberg the Nobel prize, whereas nowadays thousands of students manage to work through their textbooks just fine. Having information expressed in human language, a form highly optimized for our understanding, is a huge step down from pulling yourself by your bootstraps outside of any familiar conceptual framework.
I would argue that quantum mechanics is actually not expressed in textbooks. Instead, they have exercises and sufficient hints. Try learning QM without doing any of the exercises and you will see what I mean. On the contrary, I bet you could learn QM just fine with just a few definitions and a series of well-designed problems.
"Starting with definitions" is the opposite of the language-less, intuitive way of understanding something. It means precisely that one has been provided with an effective formal language for the domain. The fact that you rederive some minor parts surely helps, but students don't routinely rediscover QM from scratch.