As a football data scientist with a decade of modeling experience, I analyze Nicolas Jackson's red card not as emotional outburst—but as a statistically predictable failure in high-pressure environments. Using Opta and SportsRadar datasets, I reveal how his foul was not just reckless—it was a systemic collapse under team rivalry dynamics. This isn't about anger. It’s about misaligned incentives in elite player competition.