I had the same issue: I spent a couple of days listening to old tunes I rarely pick anymore, and it “messed up” my Discover Weekly. I thought “Well I only have myself to blame, don’t I?”.

Turns out Spotify has a “Private session” mode to prevent influencing your taste.