On iOS I do this using a button (with different pressed state), and I figured it would be the same on Android, but turns out, no.
Step 1: Add a second image to the XML, and set the visibility to “gone”.
Step 2: Add a tap target that changes visibility.
Step 3: There is no step 3. Done!