The phrase 'output depends only on state' refers to a concept in state machines where the output value is determined solely by the current state of the machine, not by the input signals. This means that once the machine is in a specific state, it produces a specific output regardless of what input is received at that time. This characteristic is fundamental in differentiating between types of state machines and has implications for how they are designed and understood.