How do you lock your Apple Watch?

Whenever I wear my watch and wear gloves, the glove edge keeps hitting the buttons and makes the watch do things like call people, play music, set timers etc. Is there a way to lock the watch so that I need to input the code again? This would stop these random actions from happening.

Thanks!

Z