Ahh okay! That makes sense. Is there a reason why you are clustering your sequences? Often information, or subtle patterns, are lost when doing this. You can read about an exquisite example here. 
Anyway, regarding your question, I think there is a potential solution outlined within this thread. 
Let us know if this works.