Is the thunderbolt 2 port reversible?
Mini-DP is not meant to go in either way up, it's strictly a one-way-up connection - like USB, not like Lighting. 

If you made it fit upside down, then excessive force was used &amp; the socket is distorted. 



Ref: Wikipedia - Mini DisplayPort