Please take into account that your personalized playlists consider all the music you play through the day, regardless of genres.
However, you can make use of the Private Session feature, which will make the music you play at your office stop affecting your music recommendations. Just keep in mind that it will also stop your account from sharing your listening activity with your followers.
In the meantime, keep playing your favorite music without the Private Session on, so your personalized playlists can adapt over time.
Hope this clears things up. Don't hesitate to reach out again if you have questions.
Help others find this answer and click "Accept as Solution".
If you appreciate an answer, maybe give it a Like.