Well, yes. Music can make me feel serene, ecstatic, spiteful, sleepy, inspired, or sometimes emotionally high, even. Put me at a Depeche Mode concert and fire up Never Let Me Down Again with a heavy bass pounding the air and I swear I look like a druggie the way I start swaying back and forth with my eyes closed.
By the power of association it can even change the way you feel about things, or bring back old memories you forgot you had. Every time I hear Gymnopedie by Eric Satie I calm down and remember the bright white winter mornings of early 2011. And every time I hear I Want You Bad by Offspring I feel instantly embarrassed at the thought of that stupid gym class warm up that I had to lead once.