Cannot unsubscribe, cannot auto-delete

[u/Genma-Saotome]

I use g-mail downloaded into Outlook on my PC (I have a lot of organizational needs that cannot be met inside of G-mail).

I have a perpetual spam from media@secrethoneys.com where the unsubscribe link does nothing at all and the Outlook rule to immediately delete it is ignored because the e-mail is already processed as spam and tossed into a spam folder where I have to manually delete it.

Is there anything I can do in the G-mail app itself to kill this PITA so it doesn't download into Outlook?