After training the neural network, to extract the word embeddings, you obtain the weight matrix $($the one between the input layer and the hidden layer$).$ Assume that the vocabulary size is $10.$ Also, you used a skip gram model to train the network.

Our vocabulary contains the following.

man machine tower capital flight grass football league Germany France