It's also straight out of Vampire: the Masquerade - Vampires can become stronger and more vampire-ish by eating the "souls" of other vampires. This is considered a heinous crime in vampire society and is punishable by Final Death.

Which means you'd better make sure you drink a lot of vampire souls before they catch you. All of them if possible.