Are these walls load bearing?
No, the walls around the bar and closet do not appear to be load bearing walls, except I would not remove the North-South wall between the Kitchen and Lounge. 

The dashed lines on the Ground Floor Plan indicate the structural floor framing for the the First Floor Plan (above). 

As you can see, a steel beam has been added just South of the Bar area and extends over the Kitchen. However, none of the new floor joists rests on the walls around the Bar, except the North-South between the Kitchen and Lounge.