Normally, SpamSieve puts incoming spam messages in the Spam mailbox, and it colors them according to how spammy they are. You can customize this behavior by editing the actions of the SpamSieve rule in Mail’s preferences. For example, to mark the spam messages as read, click the + button at the bottom of the rule sheet, and choose Mark as Read from the pop-up menu.