WooHoo! When creating a channel, I have a privacy setting!!
Individuals who do not have access to the channel do not see it in their Teams listing, and posts made to a private channel cannot at-mention the Team or individuals who do not have access. I’m glad Microsoft landed on the side of privacy in their implementation here.