Popularity and attractiveness aside, it's because she's a wizard/magical girl. It's easy to picture her accidentally summoning up some nasty thing or being involved with some lewd beast somehow. She's also pretty weak, frail, and sheltered, which factors into it too. She just in general has an affinity for tentacles, like Yukari without the powerful, dominating persona.