Not to put a damper on all the alien end of the world theory's but, the telescope floats on what is called a Mercury float bearing.

The bearing is filled with metric tons of highly toxic mecury, it is the same setup used in light houses.

They could be evacuating because of a toxic leak of Mercury or something else used in the operation of the telescope...