Yes, put it on. Justify your decision when asked about it in a professional way, saying that you bring good skills to the job, and you expect a good professional environment in return. You simply had to make a choice and you did. Make sure you don't look like a whining SOB, though. In this way, you can nicely indicate to your interviewer that you are interviewing his company as much as they are interviewing you. This looks good, as you come across as involved, not just some poor bugger looking for a job (even if you are
All this assumes you get in the door for an interview. You may want to provide a sentence on your resume that indicates you "left for professional reasons." While this is a flag, you can explain in person.
"The deeper you go, the higher you fly. The higher you fly, the deeper you go."