val and object inside a scala class?

What is the difference between declaring a field as val, lazy val and object inside a scala class, as in the following snippet:

class A

class B {
  val a1 = new A      { def foo = 1 }
  object a2 extends A { def foo = 1 }
  lazy val a3 = new A { def foo = 1 }
}