2girls, agnes_tachyon_(umamusume), ahoge, animal_ears, bare_shoulders, black_hair, black_ribbon, brown_hair, chemical_structure, cherry_blossoms, coffee_mug, commentary_request, cup, earrings, hair_between_eyes, holding, holding_cup, horse_ears, horse_girl, indoors, jewelry, long_hair, long_sleeves, manhattan_cafe_(umamusume), mug, multicolored_hair, multiple_girls, necklace, official_alternate_costume, open_mouth, purple_sweater, red_eyes, ribbon, shirt, siena_(moratoriummaga), single_earring, sitting, streaked_hair, sunlight, sweater, umamusume, white_hair, white_shirt, window, yellow_eyes