The film adheres strictly to traditional neo-noir conventions through its focus on a stoic male protagonist who communicates primarily through actions rather than words, emphasizing themes of personal loyalty and revenge in an action-driven narrative that avoids any ideological overlays. This approach stems directly from the source material in the 2005 novel, with all characters and casting choices remaining faithful to the original without any modifications to fit contemporary social agendas. There are no progressive themes, DEI initiatives, or statements from the creators promoting activism evident in the plot, dialogue, or public discussions, allowing the story to prioritize classic genre storytelling centered on individual agency and moral codes over any form of identity-based messaging or systemic critiques.