I’d like a book with an autumnal spooky vibe

I’m a person whose mood is STRONGLY affected by the current season. But I noticed autumn to be the strongest of them all.

So, rightly so, I’m looking for books that have a sort of spooky but cozy vibe at the same time. I wouldn’t mind a horror, don’t get me wrong, as long as it’s not too graphic or mind fucking though.

I’d like it not to be mainly focused on romance, it can be there obviously, but it shan’t be the key point of the plot.

Thanks in advance!

Edit: I forgot to mention that I’ve already read many classic horrors (Dracula, Frankenstein, Hill House, Jekyll and Hide etc…), don’t know if that’s a useful information.