42 | Don't Just Use Camera Eye Contact. 8 Portrait Compositions Using Gaze, Face Direction, and Negative Space | Airi-chan
Target Audience
People whose AI portraits always end up as "front-facing, camera eye contact" and who want to create distinct images for different purposes such as character introductions, recruitment PR, instructor profiles, and social media.
What You Will Gain
Fixed and variable design for changing only the composition while keeping the same character
The meaning of gaze and how to place negative space in the direction of the gaze
How to reuse 8 compositions using JSON and Jinja2
How to locally fix issues like character inconsistency, lost gaze, lack of negative space, and eye distortion
Introduction
When you want to change the atmosphere of a character, you tend to start by adding expressions or costumes. However, if you change those all at once, it becomes easy for the character to stop looking like the same person.
So, this time, we will keep the facial features, hair, clothes, background, and lighting fixed, and only move the gaze, face direction, cropping, and negative space. I had an epiphany. Even if the character remains the same, the mood will change properly if you change their relationship with the screen.
Design Intent and Example Commentary
These 8 images are not decorative variations; each one is given a specific role.
Front-facing camera eye contact: Trust, profile, guide
Two-thirds front + looking off-screen: Continuation of a conversation, interview
Profile: Quietness, expertise, introspection
Looking back: Movement, transition, narrative
Looking down: Concentration, thought, calmness
Looking diagonally up: Expectation, vision, future
Close-up of eyes + side gaze: Emotion, magazine-style introduction
Waist-up + separating body and face direction: Natural three-dimensionality, character introduction
By placing negative space in the direction of the gaze, you avoid the impression that the subject is pushed to the edge of the frame. As an exception, for a direct camera gaze, keep the left and right negative space equal.
Full natural language prompt
A portrait composition sample of 8 cards in a 2x4 grid, vertical 4:5 ratio, depicting a single completely fictional adult woman as the same person. Arrange 8 cards of the same size neatly on a warm off-white background. The subject has short black hair, a plain unbleached shirt, natural skin, and a modest expression. Fix the facial features, hairstyle, outfit, background color, soft top-left lighting, and 70mm lens-style perspective across all cards.
01 is front-facing, chest-up, looking at the camera. 02 has the face turned slightly left, looking off-screen to the left, with wide negative space in the direction of the gaze. 03 is a profile facing right, with negative space on the right. 04 is looking back over the shoulder at the camera. 05 is looking slightly down, with negative space above the head. 06 is looking off-screen diagonally upward, with negative space above the gaze direction. 07 is a close-up focusing on the eyes, with the gaze averted to the side. 08 is waist-up, body turned diagonally, with only the face turned back to the camera.
Place only accurate 01-08 labels in the top left of each card. Matte contact sheet for editing. Do not include additional people, different individuals, changes in outfit or hairstyle, distorted eyes, explanatory text, logos, brands, watermarks, resemblance to real people, specific photographer styles, CG, or 3D renderings.
JSON variable example and Jinja2
The original JSON and Jinja2 files are saved in the daily prompt. Main variables are `identity_lock`, `cards`, `spacing`, `lighting`, `lens`, and `negative`.
Substitution variables
`subject`: adult woman, adult man, androgynous adult
`identity_lock`: hair, outfit, facial features, age range, accessories
`cards`: 4 to 8 cards, only the necessary compositions
`spacing`: negative space in gaze direction, equal left/right, top negative space
`lighting`: window light, overcast, soft studio light
`lens`: 50mm, 70mm, 85mm equivalent
Derivative versions
By usage
Recruitment PR: 4 cards focusing on front-facing, off-screen, and waist-up shots
Instructor introduction: front-facing, profile, looking down, waist-up
Magazine introduction: profile, looking back, close-up on eyes
SNS icon: 1 front or two-thirds front shot
By composition
2x2 comparison: 01, 02, 03, 05
4 landscape shots: Widen the negative space in the direction of the gaze to secure space for headings
Single photo: Remove card numbers and specify only one composition
By size
4:5: 2 columns x 4 rows
1:1: Narrow down to 2 columns x 2 rows
16:9: 4 columns x 2 rows
3:2: Use for landscape orientation/instructor introduction
By color scheme
Sincere: Off-white, navy, low-saturation blue
Friendly: Ecru, pale coral, mint
Editorial: Charcoal, gray, muted red
Failure examples and correction prompts
Turning into a different person
"Fix the facial structure, shape of eyes, nose, and mouth, hair length and part, and collar and color of the outfit completely across all cards. Limit changes only to gaze, face direction, and cropping."
Gaze does not point in the specified direction
"Direct only the eyes in 02 off-screen to the left. Maintain the face at a two-thirds front angle, and do not change the other cards."
Negative space appears on the opposite side of the gaze
Place wide negative space only in the direction of the subject's gaze, and narrow the negative space behind the head.
Everything looks like the same composition
Separate face direction, shooting distance, and trimming according to the card definition. Do not create differences in expressions or costumes.
Eyes are distorted
Correct the position of both eyes, the size of the irises, and the shape of the eyelids to natural adult anatomy. Remove additional pupils, left-right asymmetry, and strong iridescence.
Summary
The more you want to change the subject, the more you should first decide which items not to change. Next, choose only 4 compositions and try creating a small comparison table with the same person and the same light. When negative space is created in the direction of the gaze, the story continues outside the frame.
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