Once you've worked out why they hate you, try to do something about it. Vassals often rebel because they don't like you.
You can find out why people don't like you from any screen that shows their opinion number. I assure you, it's hovering over the number.) To find out why people don't like you, hover over the opinion number to find out why: (alas, the cursor isn't showing in this screenshot.
