Datasets:
GloomVoidStomp Aesthetic Video Collection
A collection of approximately 2800 AI-generated video clips in the visual style that has dominated the AI horror corner of TikTok and Instagram Reels for the last two years. You know the one. Anonymous creator. Millions of followers. Every post captioned "AI Generated Nightmare Fuel". Vagina dentata in sewage. Politicians turning into reptiles. Flying carpets vs F-35s. That guy.
This is not his account. This is not his content. This is a community collection of clips in the same aesthetic, gathered from various public AI horror creators on short-form video platforms.
What's the vibe
- Surreal body horror and impossible transformations
- Witness-camera handheld framing
- Recognizable real-world locations invaded by something wrong
- Analog film grain, VHS overlays, glitch textures
- Single escalation beat per clip
- One readable image, then something gets uglier
Why this exists
The genre has exploded but no public training dataset exists for it. A specific anonymous creator built an empire on this look and gatekeeps the method. This collection democratizes the visual grammar so anyone can train models in the GloomStomper style.
If you have been wondering how to make videos that hit like the ones on your FYP, this is your starter pack.
What's not in it
Clips containing identifiable real creators have been filtered out. This is a dataset of AI-generated content only. No real persons.
Captions
None included. Bring your own VLM. Tailor the caption schema to whatever video model you are training (LTX, Wan, HunyuanVideo).
License
CC-BY-4.0. Use it, train on it, share what you make.
Acknowledgments
To the pioneers of the AI Generated Nightmare Fuel genre. The techniques are too good to belong to one anonymous account forever.
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