Hooray! You managed to explain it as dryly and as poorly as any other linear algebra book or course out there.

Now, do the part with the explanation of what it actually means for a (physical) system to have eigenvalues, and what it tells you about the response of such a system to external or intensive inputs, or how to change such a system to targeted a certain response.