I was having the same issue - I would delete them, and they would automatically show back up. I noticed this after I switched conversation view "OFF". I just fixed this by doing the following:
1. Settings
2. General Settings
3. Check/Uncheck Conversation View
4. Go back to Settings
5. Select...