Relax, I'm not defending their actions, I'm explaining that you shouldn't feel bad about pressing "SPAM" in that case.
There has been a subtle pr campaign to convince people you should press "unsubscribe" on any unwanted mail instead of hitting SPAM, lest you ruin it for everybody. I'm saying: don't believe the hype. In this case, just press SPAM.