Missing purchased album music videos after synching!

I purchased an album on my iphone using itunes. This album included both music and music videos. The videos were on the iphone with the music before I synched the iphone to my iMac to transfer the purchases but when it transferred, it transferred only the the music but not the music videos. And to add insult to injury, it deleted all the music video's from the phone for that album!

Has anyone seen this before? I just lost three videos because I bought the album on my iphone instead of my iMac iTunes.