The theme to remember is “dark.” To augment that, you’ll need furniture with dark wood tones. You want to create a mysterious ambiance, so avoid bright colors and rainbows. Old, antique wooden furniture like a rustic-looking desk or bookshelf would fit with the dark academia aesthetic.