If emails are being marked as read when you haven’t opened them, there are a few things to try:

1. Check settings to ensure that auto-mark as read is not enabled
2. Check for hidden rules or filters that may cause an email to be marked as read
3. Check for applications or service settings that may be set to automatically mark emails as read