Does my CPU support 32GB of RAM?

Yes, unless it’s ancient. Any Intel Core from 6th gen (2015) or newer, any AMD Ryzen, and even Sandy Bridge (2011) and newer Intel desktop chips handle 32GB easily. The bigger bottleneck is your motherboard — check its max capacity. 99% of CPUs from the last ten years allow 32GB or more.