This work addresses Emotion Recognition in Conversation (ERC). a task with substantial implications for the classification of the underlying emotions in spoken encounters. Our focus is on utilizing a fully connected directed acyclic graph to represent conversations. presenting inter-locutor and intra-locutor ties to capture intricate relationships. https://www.roneverhart.com/Stoneraven-West-Non-Ladder/