Equation (78) also implies that the output activations are allpositive, since the exponential function is positive. Combining this with the observation in the last paragraph, we see that the output from the softmax layer is a set of positive numbers which sum up to 1. In other words, the output from the softma layer can be thought of as a probability distribution.