I have no clue how common an experience this is, but I quite literally get goosebumps when listening to music sometimes if it inspires strong enough emotion for me. I mentioned this to my friend who I played in a band with once, and later when we were listening to something I really liked I held up my arm to show him, and he was shocked because I guess he thought I did not mean literally literally. The hair on my arms genuinely stands up at the end and produces goosebumps purely because of what I feel when listening to music that resonates strongly enough with me; some sections of some songs produce it fairly reliably if I haven't listened to it recently.