When adding a button to your email, you can change its hover styling too.
You can learn more about Button design in the linked blog article.
To edit hover styling:
First, add a button, then on the right side of the toolbox, click "hover styling".
Choose the color of your hover style.
Now, when in preview, or send a test email, you can hover over the button and the color will change when hovering on it.
Here is a short video tutorial:
Let us know if you have more questions.