The day is commemorated mainly because it is thought that Goddess Bagalamukhi was born on today to defend and safeguard her followers and devotees together with demolish their foes. The colour yellow plays an important symbolic part in the iconography and rituals connected with Goddess Bagalamukhi. Some vital details: https://www.youtube.com/watch?v=XdutwJ19D8E