To the extent that they arise and manifest as physical sensations in the body - yes. They are very physical, and in fact, allowing yourself to feel them physically instead of analyzing them in the mind is one of the best ways to make friends with them, accept them and release them.

To the extent that they are literally caused by physical circumstances or other people’s behavior - no. All emotions are created by the mind, your mind.