Start with a person, then describe the appearance
Give the character a role and a setting before choosing visual traits. A middle-aged bookstore owner, a retired sailor, and a fantasy archivist can share a broad build and beard while looking unrelated. Occupation, clothing, posture, and expression give an image information that the word “bear” cannot.
A useful brief might read: “A fictional man in his forties who restores old radios, with a broad frame, soft abdomen, short dark beard, and patient expression.” These details identify an adult and give you a reason for the clothes and props. You do not need to make his body a joke or a source of conflict.
BearScots is one example of a community organization using bear identity in a social context. No organization’s imagery defines how every bear should look. If the character represents a real person, use their own description and obtain permission for any reference image or likeness.
Write shape instructions that do not contradict each other
Broad shoulders, a thick waist, a rounded abdomen, and powerful legs describe different parts of the silhouette. Choose the combination you mean. A prompt asking for both a soft midsection and sharply defined abdominal muscles gives competing instructions and can pull the output toward a stock fitness illustration.
Describe facial hair separately from hairstyle. A close-cropped beard, a long beard, and a moustache create different face outlines. Record beard length and color in the identity notes so a later expression change does not also change the age or face shape.
Hairiness is not a requirement for every visible part of a clothed illustration. You can establish the character with facial hair, forearms, and a mature face without exposing the torso. Select wardrobe details that fit the scene and keep the focus on the person’s activity.
A workshop portrait brief
Proposed prompt, not a tested output: “Original fictional adult human man in his forties, broad shoulders, thick waist, soft abdomen, short dark beard with a little gray, close-cropped hair, rolled-sleeve work shirt and canvas trousers, standing beside a radio repair bench, calm expression, waist-up anime character portrait, soft daylight.”
Begin with the person against a plain background if the tools and bench distract from the identity. Add the workshop only after accepting the face and build. The first decision is whether the model understands the character; the second is whether it can place him in the scene.
If “bear” produces an animal, remove the label from the generation prompt and keep the concrete human description. The article title can name the community context while the prompt uses terms the model handles. Do not assume every model uses the same vocabulary.
Check clothing fit and posture together
Clothing should follow the intended body rather than erase it. Look at the shirt’s outline, belt position, sleeve width, and where fabric folds. A model may draw a large head and broad shoulders over a much narrower torso, giving the impression of size without preserving the requested build.
Use an uncomplicated standing or seated pose first. Crossed arms can hide the torso and create ambiguous hand placement. When adding a pose reference, choose one that helps communicate the posture without forcing a body shape that conflicts with your brief.
Review contact with props. A hand holding a small screwdriver needs readable fingers; a seated character needs a chair that supports the pose. If a prop fails repeatedly, simplify the activity or repair the detail outside the generator instead of rerolling the entire identity.
Build an expression set without changing the character
Save the accepted portrait and keep the model and identity text fixed. Try one expression at a time: attentive, amused, concerned. Avoid changing the camera, lighting, outfit, and expression together. If several details move at once, you cannot tell which input caused the face to drift.
Where character reference is available, use an image with a visible face and clear body outline. Inspect whether a smile changes the jaw width, beard shape, or apparent age. Compare the images beside each other at the same scale; memory is unreliable for small facial differences.
Keep a short record of accepted traits, such as square beard line, gray at the temples, wide nose, and olive shirt. The record is a human review aid, not a promise that every term will be followed. An illustrator can use it to reconcile a final set.
Representation choices that belong in the brief
Do not use body size as shorthand for aggression, laziness, or comic relief. Give the character an intention within the scene: explaining a repair, greeting a friend, reading a map. Posture and eye direction can communicate that intention without exaggerating body features.
Age, ethnicity, disability, and clothing can all vary within bear communities. Include a trait because it belongs to your character, not because a search term suggests a stereotype. If the story names a specific culture, research the clothing and setting instead of combining visual clichés.
For a cast, review whether larger men get the same range of occupations and emotions as other characters. A single respectful portrait does not solve a repetitive cast design. The useful question is whether each person can be recognized through more than body shape.
Finish a usable character brief
Deliver one accepted concept, the identity paragraph, wardrobe notes, and a list of unresolved details. Label any side view or alternate pose that has not been reconciled with the main portrait. This prevents an illustrator from treating accidental differences as deliberate design decisions.
Download accepted work and record the visible generation settings. Lewdora’s personal gallery lives in the browser; it should not be your only project archive. Keep references and permission records with the project if someone else will handle the images later.
This workflow creates a still-image concept. It does not produce a rigged avatar, a game-ready character, or proof of commercial clearance. Those tasks have separate production and rights checks.