We aimed to analyze the latent space that our images were being generated out of, and the pool of images that were created held evidence of bias and limits with prompts that restrained, as well as prompts that were open for the image generator. We analyzed multiple image generators, the generators being Stable Diffusion (web), Krea.ai, and ChatGPT and Midjourney.