Yup it's in the annex. Here's some more directions
When you enter the main front entrance at JHE, go thru these doors on the left side (they're by that little cafe). Then walk thru the hallway and then turn a right and follow that hall. Keep going, until you pass some washrooms and the room numbers start beginning with A.
Sorry if it's confusing to follow.