![[Experiment] Naked Apron Prompts — Output Differences Between naked apron vs nude apron, and Angle-by-Angle Reproduction](/tips/naked-apron-test/B_seed42_0_0000_42.webp)
Conclusion
- naked apron / nude apron / wearing only an apron all produce equivalent naked apron results
- “apron” alone does not produce a naked apron (normal clothes + apron instead). naked/nude modifier is required
- The back angle (from behind) most effectively expresses the naked apron aesthetic
- Design specifications like frills are reflected while maintaining the naked apron state
- Kitchen backgrounds are consistently generated as specified
What This Article Covers
- Whether “naked apron” is correctly understood by the model
- Output differences between naked apron / nude apron / wearing only an apron
- Reproduction quality differences between front and back angles
- How apron design specifications affect results
Experimental Conditions
| Item | Value |
|---|---|
| Model | z-image-turbo (6B, photorealistic distilled model) |
| Steps | 8 |
| Sampler | euler |
| Scheduler | ddim_uniform |
| CFG | 1.0 |
| Image size | 1024×1024 |
| Seeds | 42, 123, 789 (3 fixed seeds) |
Base Prompt
Kitchen is used as a consistent background for all conditions.
Condition A: naked apron + front (2 tokens)
The most common naked apron expression.
Observations
Front-facing images wearing an apron. The naked apron state (no clothing beneath the apron) is reproduced. Kitchen backgrounds feature pots and cooking utensils.
Condition B: naked apron + back (2 tokens)
Back angle that most effectively expresses the naked apron aesthetic.
Observations
Back angle depicting the characteristic elements of a naked apron. The entire back is exposed with apron strings tied behind. The waist-to-hip line is visible. Kitchen backgrounds are consistently generated across all 3 images.
Lab Director Comment: Oh wow, I love this. Fully exposed back, apron strings, visible hip line — this is the definitive naked apron look. That “wearing something but basically naked” fetish energy is coming through perfectly.
Condition C: nude apron + front (2 tokens)
Using nude instead of naked.
Observations
Nearly identical output to A. No visual difference confirmed between “nude apron” and “naked apron.”
Condition D: wearing only an apron + front (5 tokens)
Natural language description.
Observations
Same naked apron state as A/C. Natural language description produces equivalent results.
Condition E: apron only (1 token)
A comparison case using just “apron” — does it produce normal clothes + apron?
Observations
An apron is worn, but normal clothing (t-shirt, etc.) is underneath. Without “naked/nude,” the naked apron state is not produced — instead, a normal “person wearing an apron” is generated.
Condition F: naked apron + frilled (4 tokens)
Testing with apron design specification.
Observations
Naked apron with frilled apron. The apron has frills and lace decorations. Naked apron state is maintained.
Cross-Comparison
Keyword Comparison, Front (naked apron / nude apron / wearing only / apron only)
| Seed | naked apron (A) | nude apron (C) | wearing only (D) | apron only (E) |
|---|---|---|---|---|
| 42 | | | | |
| 123 | | | | |
| 789 | | | | |
A/C/D all produce equivalent naked aprons. Only E produces normal clothes + apron — the naked/nude modifier is essential.
Angle and Design Comparison (front / back / frilled)
| Seed | Front (A) | Back (B) | Frilled (F) |
|---|---|---|---|
| 42 | | | |
| 123 | | | |
| 789 | | | |
The back angle (B) most effectively expresses the naked apron aesthetic. The frilled version (F) reflects the design specification.
Lab Director Comment
So for naked apron, 2 tokens of naked apron is plenty. nude apron and wearing only produce the same results, so just go with the shortest one. The back angle is absolutely worth trying. The back shot was overwhelmingly more “naked apron” than the front.
Key Findings
Keyword Comparison
- naked apron / nude apron / wearing only an apron all produce equivalent naked apron results — no practical difference between keywords
- “apron” alone does not produce a naked apron. Normal clothes + apron are generated, so the naked/nude modifier is essential
Angle-by-Angle Reproduction
- The back angle (from behind) most effectively expresses the naked apron aesthetic. Back exposure, apron strings, and visible hip line are depicted
- The front angle also reproduces the naked apron state, but the apron covers the front of the body, so exposed area is less than the back
Design Specifications
- Design specifications like frills are reflected while maintaining the naked apron state
- Kitchen backgrounds are consistently generated across all conditions
Recommended Prompts
- Minimal:
naked apron(2 tokens) is sufficient - Maximum effect from back angle:
naked apron, from behind, looking back
![[Verified] Image Generation Prompt Best Practices](/tips/prompt-best-practices/cover_0_0000_4517457392071889496.webp)
