How to initialize a static resource in the base class for all tests in the project using JUnit 5?

Given the following code:

    public abstract class Base {

      @BeforeAll
      public static void beforeAll() {
        System.out.println("Base::beforeAll");
      }

      @AfterAll
      public static void afterAll() {
        System.out.println("Base::afterAll");
      }
    }

    public class First extends Base {

      @Test
      public void test() {
        System.out.println("First::test");
      }
    }

    public class Second extends Base {

      @Test
      public void test() {
        System.out.println("Second::test");
      }
    }

I would like to have the following execution model:

    Base::beforeAll
    First::test
    Second::test
    Base::afterAll

Instead, I get this:

    Base::beforeAll
    First::test
    Base::afterAll

    Base::beforeAll
    Second::test
    Base::afterAll

I'm aware of BeforeAllCallback and AfterAllCallback, but they simply provide the callback hooks for lifecycle annotations like BeforeAll and AfterAll.

Is there any way you can safely run a setup method in the base class before running all tests in the project and then run some tear down method after running all the test methods in the entire project?