LGBTQ+ individuals face discrimination and stigma in academic biology. These challenges are likely magnified for graduate students. However, there have been no studies documenting the experiences of LGBTQ+ life sciences graduate students. To address this gap, we conducted an interview study of 22 biology PhD students from 13 universities across the United States who identify as LGBTQ+. We used the master narrative framework to interpret our findings. Master narratives are guidelines that dictate the "expected" and "normal" way one is supposed to navigate life. We considered how graduate students engage with the societal master narrative that treats cisheterosexuality as the norm, as well as the master narrative that expects biology to remain an objective, apolitical space. We found that LGBTQ+ PhD students recognize the anti-LBGTQ+ narratives in academic biology, which can result in instances of discrimination and encourage them to conceal their identities. However, participants pushed back against these master narratives. Graduate students described creating alternative narratives by highlighting how their LGBTQ+ identity has allowed them to become more inclusive instructors and better researchers. Some also purposely reveal their LGBTQ+ identity in academic biology, violating the master narrative that non-science identities should not be discussed in the life sciences.