What are the meanings of the LED's on the E8401A, E8403A, and E8404A?

A detailed explanation of the front panel LEDs can be found in the User/Service manual.  For the E8401A and E8403A, see Chapter 1 section "Front Panel Features".  For the E8404A, see Chapter 2 "Using the Enhanced Monitor".