Remove the base cap.

Place the toothbrush on its stand and gently lever the base off by pressing the toothbrush backwards. If it's tough warm the area up in a cup of hot water for a few minutes to soften the plastic. Take it gently. If you break the little clips inside you can use a drop of glue to hold it when you reassemble if necessary.

Don't lose the spring!