These logs need to be enabled and their rotation needs to be configured.
See Manage the Amount of Virtual Machine Log Data (vmware.com)
What exactly can be found in there is not documented anywhere in detail afaik.
A VM's creation date, and the method by which it was created can be found in the Tasks & Events (Get-VIEvent), but if depends on how long these Tasks & Events are kept on the VCSA.