In our model, each dimension of the latent variables in the topic modeling component corresponds to a topic, therefore we can manipulate the variables manually to verify whether the generation can express a given topic while remaining the same structure.
given a document and its latent code, we change the topic part of the code and keep the structural part of the code unchanged.