All of the information I can find on Source Sans Pro indicates that it doesn’t support Chinese characters. It only has a few hundred Latin glyphs.
You’d have to use Source Han Sans Traditional Chinese or …Simplified Chinese instead. (Or some other font with support for CJK glyphs.)