Can there be in-active neuron in output layer
Yes, it is pretty much possible that you can have an in-active neuron in an output layer.
FYI:
Nodes at the input layer called passive nodes
Nodes at hidden layer called active nodes or unobservable outputs
Nodes at output layer called observable outputs