Hey Wu,
The font weight is already bold on your site,
http://take.ms/OyiR0 . It is most likely that you are seeing a different result on vanilla demo because you are using a different font family. Different font family has different behaviors. On your site, you have configured Vanilla to use Open Sans but on our demo, it utilizes Rubik
I have changed this for you, can you give this a try now?