Secrets involve more than just thoughts. No one else need be involved. How many people know today's launch codes for ICBMs?
Secrets also might involve actions, hard information, or observations.
It is not revealing that knowledge or action which makes it secret--and keeps it that way.
More than one person knows the launch codes.
So everything anyone does or thinks that no one else knows about, is a secret?