- A common Hidden Depth to the Alpha Bitch is that she is, deep down, actually quite insecure, tragic, sympathetic or even nice. Often, she'll have been spoiled rotten because she's the apple of Daddy's eye and his indulgence of her has gotten way out of hand to the point of inducing malignant narcissism - or, on the flip side, she'll be suffering from emotional starvation because her cold, selfish and distant parents have substituted material goods for actual affection. Often she'll be raised and bullied by a mother who is herself an ex-Alpha Bitch and who forces her daughter to follow the same path in order to compensate for her own failed and wasted life. Depending on whether Status Quo Is God, this revelation may lead to her becoming a Fallen Princess, or even to the Alpha Bitch and the heroine to bury the hatchet.
- Like the Jerk Jock, if the Alpha Bitch ever receives comeuppance, it'll be with such vicious delight that it seems the writers are working through their own high-school issues in the process. One of the starkest common ways to drive that point home is to revisit the Alpha Bitch twenty years down the road where she is a frumpy, failed housewife unhappily married to the former Jerk Jock who is equally a victim of bad karma, while the people she so cruelly bullied in high school will have become more successful and attractive than she is. In that scenario, she will likely repeat the nasty little cycle her mother had inflicted on her by living her life through her own daughter's. Expect themes of Pride Before a Fall.
- This type is often (although not quite always) a malignant narcissist, and Histrionic Personality Disorder is also common. If they weren't spoiled rotten by their parents, (or even if they actually were) their central problem is usually a case of emotional starvation. This isn't as ironic as it sounds, because they basically have a fandom, when what they've always really needed (but generally never received) is actual friendship or love.