You can do it. Don't take one of the matching tables and use it in another part of the house. This will cause imbalance in a relationship. Images Don't cloud your corner with unhappy thoughts. Pictures of ex-lovers, icebergs, limp noodles, riots, or the Hindenburg explosion won't foster loving thoughts.
Thoughts are energy too, very much related to the energy of love.
Lose the medieval weapon collection too. The air conditioner and refrigerator are working against you if you want a hot love life. If you are stuck with a twin bed for now, at least invest in a guest pillow. Lose the photos of yourself alone in this corner. I can't tell you how many feng shui consultations for relationship-seeking single women I have done where they have decorated their entire homes with art depicting women alone.