How hard are you pushing?
I'd grab that metal ring base and give it some pressure, it's likely that one of the pin receptacles in the socket needs some pressure to straighten out.
You can also look into each of the pin holes on the socket to see if there's some solder that snuck in there and is causing a blockage, or if one of the pin forks needs to be pressed out of the way.
-PB