Stacking/Concatenating/Combining two vector space models
It is perfectly valid to concatenate the vectors from two different models. It will be necessary however to experiment with the two approaches, i.e. either using individual vectors from one of the models or concatenating the vectors, before you can determine which method will produce better clustering results.  It is also valid to normalize word vectors, but again requires experimentation to determine whether this approach will provide superior results.