Multiple regions in a zone with different widths
This issue has been resolved.

What i did to resolve the issue:

I had to setup the Zone in the sub-theme settings first. So i went to the sub-theme settings and assigned Weights from 0-5 for Regions Footer First uptil Footer Second.

Once this was done, the changes were reflecting properly.