If you trigger an interaction, let's say you head pat her, then a red X will appear over the open hand (2), if you mouse click / tap it, that will stop the interaction
I'd you're on PC, you can also click RMB, but keep in mind that the keyboard shortcuts (2) won't stop the interaction