A violet on Valentine's Day symbolizes faithfulness, simplicity, modesty, and humanity.
While red is often considered the color of love, violet is commonly found in Valentine's Day bouquets. According to the reference:
Violet color is the color of faithfulness, simplicity, modesty, and, humanity.
Therefore, gifting violets on Valentine's Day is a way to express these qualities.