We can be afraid of something because we haven’t been exposed to it very much. “Fear of the unknown” is a commonly-used phrase to describe what people feel to something that’s different. After confronting your false beliefs, you can start to slowly expose yourself to the fear.
Source: How to Overcome Fear @ wikiHow
image: shy by mark O'Rourke under Creative Commons license