People need to stop the hate

How would know that? That is far from the truth and just some made up conspiracy theory. They actually are depressed before they start transitioning and it subsides after. For one, only 41% will ever attempt suicide in their life time. Two, they commit suicide because people like you torment them. Here's a actual fact:

"Researchers from the American Foundation for Suicide Prevention and the Williams Institute at UCLA School of Law found that the risk of attempting suicide was especially severe for transgender or gender nonconforming people who had suffered discrimination or violence, such as being physically or sexually assaulted at work or school.

Among transgender people who became homeless because of bias against their gender identity, 69% said they had tried to kill themselves. Out of those who had been turned away by a doctor because they were transgender or gender-nonconforming, 60% had attempted suicide sometime in their lives, the survey found.

Nearly two-thirds of respondents who were the victims of domestic violence at the hands of a family member had attempted suicide, the study also showed. Suicide attempts were less common among transgender and gender-nonconforming people who said their family ties had remained strong after they came out."

Their problem is people like you, so why don't you just leave them alone, how would you feel is someone was bullying you?