That's false. But if it makes you feel any better, you're making a mistake very similar to Fermat's. In 1650, Fermat conjectured that all numbers of the form $2^{2^n} + 1$ are prime. They didn't have computers back then, so it was very difficult to find that $2^{2^5} + 1 = 641 \times 6700417$.
But back then it was easier to find that $2^{11} - 1 = 23 \times 89$. That's just one counterexample to the assertion that $2^n - 1$ is prime whenever $n$ is prime; in fact, most prime $n$ lead to composite $2^n - 1$. A few more counterexamples: $n = 23, 29, 37, 41, 43, 47, 53, 59, 67, 71, 73, 79, 83, 97$. These are getting a little too large to test by hand. In fact, Marin Mersenne also made some mistakes: for example, he said $2^{67} - 1$ is prime when it is in fact composite, and he skipped over $2^{61} - 1$, which is prime (or maybe his "1" looked like a "7"?--he made other mistakes, though).
When "something asks for a counterexample," you just need to produce one example to show the assertion is wrong. But "some logic that proves the original statement to be false" can be very helpful, especially when the first counterexample is quite large and not readily accessible to manual computation, or for some reason not immediately obvious.