: She has noted the sari as her favorite garment , often opting for simple drapes paired with striking floral or heavily embroidered blouses.

: Gutta made headlines by publicly blasting the Indian contingent's Tarun Tahiliani-designed Paris Olympics uniforms as "shabby," "mediocre," and "uncomfortable".

In July 2024, Gutta made headlines for her sharp critique of the Indian contingent's ceremonial uniforms for the Paris Olympics, designed by Tarun Tahiliani. She described the outfits as "shabby" and a "work of absolute mediocrity," specifically pointing out:

One recurring image is Jwala in a metallic bodycon dress from a niche Delhi designer. The gallery caption reads: "Fake attempt at Hollywood glamour." In reality, the outfit was structurally sound, hugged her athletic frame differently than it would a model’s, and featured intricate hand-stitching. The "fake" critique was not about the garment’s quality, but about her confidence in wearing it.

: Despite her glamorous appearances, she prefers a natural look, usually ready in 45 minutes using only eyeliner and gloss.