WHEN A NEW HAND WRITES A HINT, THE MOST VULNERABLE ERROR IS "LABELLING STACKS". WHEN YOU ENTER "HAPPINESS," "VIOLATION", "EXTREME GRIEF", AI TENDS TO GIVE A "TOO HARD" OR "FACELESS TEARS" STANDARDIZED RESPONSE. THIS IMAGE, WHICH IS COMPLETELY UNEMOTIONAL, IS HARD TO RESONATE WITH THE AUDIENCE。
The real high-level act was never to put emotions straight on the face, but to hide in the dark of micro-expressions, the subconscious reaction of body movements and the silent bakery of the environment。
THIS CURRICULUM WILL TAKE YOU TO DECIPHER THE THREE CORE PASSWORDS OF AI’S ROLE TEACHING, SUPPLEMENTED BY REAL “NEW HANDS AGAINST THE BACK” AND “HIGH-END CASES”, HAND-IN-HAND TO TEACH YOU HOW TO WRITE HINTS WITH THE DIRECTOR’S MIND, SO THAT YOUR AI ROLE HAS A SENSE OF THE QUALITY OF THE SHADOW-GRADE AT ONCE。
Chapter I: Rejection of templateing of the expression and injection of the micro-expression into the soul
many are used to “summary” expressions when they create video texts and tips. for example, a character encounters a happy thing, a hint is a happy word; a role is betrayed and angry is written。
UNDER TODAY'S POWERFUL VIDEO MODEL, SUCH A HINT WILL NEVER CAUSE THE IMAGE TO COLLAPSE, BUT IT WILL TRIGGER THE MODEL'S “SCULPT IMAGE WEIGHT” — AI WILL CALL DIRECTLY ON THE MOST STANDARD “SMOKE TEMPLATE” OR “FROWN TEMPLATE” IN THE DATABASE. REAL HUMAN EMOTIONS ARE EXTREMELY COMPLEX, OFTEN IN A STATE OF “DYNAMIC TRANSITION” AND “REPRESSION”. AND IT'S THE MICRO-EXPRESSIONS THAT DETERMINE THE UPPER LIMIT OF ROLE ACTING。
1.1 Capture biological instincts
In the face of intense emotions, the spontaneous physical reaction of the body cannot be completely concealed. The introduction of specific changes in facial muscles and organ details in the hints can break a false sense in a moment。
Nervous/frightful: Do not just write about fear, but rather about the speed of blinking, pupils' micro-shrimp or the larynx of swallowing。
Fortitude: to describe the drowsing of eyes, the little red of eyes without tears, or the instant tension of the muscles of the jaws。
Shyness/Intradition: Go to the sight, unwittingly, to the lower right, to the slight tremor of the eyelashes。
1.2 Captures the golden moment of emotional transition
IN TOP FILM FOOTAGE, IT IS OFTEN NOT THE MOMENT OF AN EMOTIONAL OUTBREAK, BUT THE “CRISIS POINT” AT WHICH EMOTIONAL CHANGE OCCURS. ALLOWING AI TO DEMONSTRATE A COHERENT PSYCHOLOGICAL PROCESS CAN SIGNIFICANTLY INCREASE THE LEVEL OF PERFORMANCE。
The case is broken
In order to visualize the difference, we take the example of a Chinese girl in the grasslands of the Alps。

Negative cases (newer)
PromptShe looked shy, nervous and emotional, and she smiled at the camera。
Image and diagnosis
QUESTION OF DEATH (NPC): THE GIRL'S PERFORMANCE IS LIKE A MECHANICAL TOY WITH A MUSCULAR FACE; THE NEXT SECOND, HER MOUTH IS RAISED 45 DEGREES DIRECTLY, TO SWITCH TO A STANDARD "TOOTHPASTE COMMERCIAL SMILE". SHE DID NOT BREATHE, DID NOT HIDE HER EYES, NOR DID SHE TREMBLE. THIS LACK OF AN INTERMEDIATE TRANSITION LEVEL IS A PURELY SUPERFICIAL “FALSE LAUGH”, WHICH IS EXTREMELY SERIOUS。
Positive cases (higher hints)
Prompt: A close-up shot. Young Chinese women on the meadow bow their heads shyly and cast soft shadows on their cheeks. Her eyelids were slightly shaken by stress. She took a shallow, shivering breath, her lips were thin, and then she looked up to the camera and showed a passing, sincere and shy smile. The breeze passed her hair。
BY DISSECTING THE PROCESS OF "SMUGGLING" INTO "LOW-EYED-EYED-EYED-SMOKE-SMOKE-SMOKE-SMOKE-SMOKE-SMOKE-SMOKE-SMOKE-SMOKE-SMOKE-SMOKE-SMOKE-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMUG-SMACK-SMUG-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMACK-SMASH-SMACK-SMACK-S-S-SMACK-S THROUGH THE TREMORS OF HER EYELASHES AND THE RISE AND FALL OF HER BREATH, THE AUDIENCE CAN CLEARLY SENSE THE SPIRIT AND SINCERITY OF THE YOUNG GIRL ' S HEART, AND THE LIFE OF THE ROLE IS ON THE AIR。
Micro emoticons high-level Introduction Thesaurus (recommended collection)
In order to facilitate your daily creation, a description of the face details that can be used in the hints is provided below:
Eye detail:
“The eyes are evading quickly towards one side”, “the eyelashes are graceful and slightly shaking”, “the eyes lose their focus and emptyly stare at a distance”, “the eyes wake up with tears, but they are strong enough not to let them fall”, “slightly magnified pupils”, “slowly down” and “a quick and hesitant look up”。
Lips and faces:
“Smartly biting the lower lip”, “blank breath with a tremor”, “sniffle of the mouth”, “blank of the mouth about twitching”, “blank of the lips into a thin line”, “forced out of a rigid, polite but stressful smile”, “difficultly swallowing the mouth, the larynx/throat twitching”, “a passing, bitter smile”。
Eyebrows and lower muscles
"The jaws of the jaws are twitched in secret (often accompanied by the white of the joints), "the eyebrows are wrinkled very quickly and slightly, " "the locks of the eyebrows are gradually simmering, " "the jaws produce extremely undetectable microfissils, " one-sided eyebrows are so tinyly picked up, "
Breath and facial instincts
"A quick, shallow breath, "a soft and visible sighs, "a heavy and extremely irregular breath, " a very small expansion of the nose, " a very visible nuance of muscle under the skin."
Chapter 2: Giving emotional causes and consequences and building a sense of truth with "physical and small action"
In the real world, emotions are never isolated. Emotions are highly contagious, and they must be accompanied by changes in the overall physiological state。
MANY CREATORS SUFFER FROM THE FACT THAT THEY ONLY TELL AI “TO HAVE EMOTIONS” BUT NOT FROM THE “CAUSES AND CONSEQUENCES” AND “CO-REACTIONS” THAT BUILD ON EMOTIONS THROUGH THE HINTS。
Imagine that when a person is extremely anxious, if he is merely an anxiety of the face, and his body stands straight and his hands are naturally down, the image creates a strong sense of fragmentation. Only when micro-expressions are accompanied by local physical actions can the role's state be completely destroyed。
2.1 Synergy of upper half movements
WHEN CONTROLLING THE ROLE OF AI, USE AS MUCH AS POSSIBLE A MEDIUM VIEW OR A HALF BODY IMAGE, LEAVING ROOM FOR THE PRESENTATION OF THE BODY LANGUAGE. THE FOLLOWING THREE DIMENSIONS OF SYNERGY WERE HIGHLIGHTED:
Shoulders and bodies: shrug (negative), microcosm of shoulders (preventive/tensive), sharp rise and fall (aggressive/excited)。
Underhand peace of mind: Psychological studies show that “self-pacing behaviour” occurs when emotions fluctuate. For example, the hand-stamping, the corner-tightening, and the unwitting hand-beating of the desktop。
Head and neck: low-eyed, slightly migraine, or peri-breathing。
2.2 Breaking the swinging feeling with a living little action
HIGH-LEVEL ACTING IS OFTEN FILLED WITH IMPERFECT “PUSH EDGES”. DESIGNING FOR THE AI CHARACTER A SMALL ACT THAT SEEMS IRRELEVANT, BUT VERY LIFELIKE, SUCH AS SCRATCHING HIS HEAD, TOUCHING HIS NECK, SCRATCHING HIS EARS, PUSHING HIS GLASSES TO REMOVE THE "MECHANICAL" OR "MODELING" OF THE ROLE IN A MOMENT。
Case II:
We've passed a map of women with wild flowers down and down for a frame of reference, to see how to teach her hand moves。

Negative cases (obfuscated instructions, triggers random manoeuvres)
Prompt: A beautiful Chinese woman sitting on the grass with flowers, Heidi film style, she's thinking, her hands are moving, sad。
The real person's act: from “focusing on the flowers” to “looking up”, there must be emotional cracks — for example, a slight tremor in the eye, a right eye test, or a visible deep breath/anger as a physiological mattress。
STATUS OF AI: SHE HAS ALMOST NO EMOTIONAL MOVEMENT IN HER FACE MUSCLES, EYES AND BREATH, WITH DIRECT PHYSICAL ROTATION OF HER HEAD AND VISION. BEAUTIFUL, BUT NO "STORY."。
Positive cases (high-level secret: use of powerful physical verbs)
Prompt: Based on the mid-body view of the input picture. Women sit on the edge of the grass. One of her hands holds the freshly removed bouquet, while the other hand's finger is squirting the petals delicately and slowly。
It's no longer pointless to move hands. You'll see her fingertips slid very softly and slowly on the petals, as if they were feeling the temperature and texture of flowers. Such focused and delicate fingertips express the inner play of meditation and healing, and in a moment fills up the scenery of stories。
Thesaurus for body language and small action
I. Stimulation, tension and preparedness
THE CORE OF THIS TYPE OF BODY LANGUAGE LIES IN “CONSTRICTION” AND “SUBCONSCIOUS SELF-CONCERTATION”, WHICH CAN BREAK AI'S DEFAULT BACK-UP MODEL POSITION。
The gravity of the situation is agitated to switch from foot to foot (applies: extreme stress, difficult standing, trying to escape from the current environment)
Micro-interduct/microcution of the shoulder, in-arms capture (applies: strong self-protection, low self-esteem, insecure self-protection)
Fingertips unsettlingly scratching/stucking clothes or fabrics (applying: classic stressful little action, excellent local representation)
He hangs his hands in great secrecy
My arms are loosely crossed and one hand is holding on to the other
The thumbs are consciously squeezing the side of the finger
II. Repression, anger and indulence
High-level anger is never a twitch, but rather a contrast between “extreme flaccid muscles” and “microphysical energy”。
The thoracic cavity rises and falls with a sudden and uneven breath
Hands in the jacket pocket, close to fists
Caught on the edge of the table by death, resulting in the whiteness of the joints (applying: extremely draconian local details, displaying an extremely depressing force)
One hand slowly collages/collars with a twitching finger (appliance: concealing the fall of the sky in the heart with daily action, a very dramatic feeling)
The fingertips squeezed their hands and hands in great secrecy
III. Easier, less and less powerful
The core code for this type of emotion is Gravity, which loses the support of tight muscles and presents a real physical inertia。
An extremely small subterranean plume in a moment of disillusionment/relution (appliance: classic “discharge” action, directly encapsulated by the sighs micro-expressions)
The side of the body leans on a wooden door frame with a sense of weight
Their arms were loosely laid on both sides of the body and they were completely relaxed
Slow breath, softening the entire upper half
The head is so tiny that the chin is near the collarbone
IV. Living and breaking ice
Such hints are specifically designed to “break the swing” and give a rough, real life habit (the fury feeling) to a fine fake。
One hand lifts, awkward/excusefully rubs the neck
Push your glasses unconsciously / pull a piece of your head behind your ear
A delicate and pacing knock on the edge of the cup or on the table (applied: grumpy waiting, deep thinking, or masking the boredom inside)
The texture of the wood bowl with a very soft thumb (applied: extremely focused, connected to the physical environment by touch)
Scratch the side of the face or the back of the head with a heart-wrenching confusion
CHAPTER III: BREAKING THE MV SILENCE AND GUIDING EMOTIONS WITH "ENVIRONMENT AND DETAIL"
In the traditionalAI VideoIN THE CREATIVE PROCESS, MANY PEOPLE ARE USED TO "PRELIMINARY VISUAL VIDEO, THEN A BIG BGM (BACKGROUND MUSIC) IN THE EDITING SOFTWARE". THIS PRACTICE OFTEN LEADS TO A STRONG “MV SENSE” OF VIDEO — THE DIFFERENCE BETWEEN IMAGES AND MUSIC, AS IF THE PERSON LIVED IN A VACUUM OF GLASS AND LACKED REAL PHYSICAL CONNECTIONS。
Real film quality depends on the subconscious penetration of the environment。
EVEN IF THE CURRENT AI VIDEO GENERATION IS MAINLY FOCUSED ON VISUAL (SOME OF THE LATEST MODELS ALREADY SUPPORT AUDIO-LINK GENERATION), WE STILL NEED TO VISUALIZE THE SOUND AT THE STAGE OF DESIGNING THE HINT。
The inner world of the role can be multiplied by embedding a “visional clue” that can produce a particular environmental sound in the image, or by precision matching environmental details at a later stage。
3.1 Sound visualization: visual insinuation of hearing
If you want to express extreme loneliness and quiet, don't just leave the picture bleak. To describe the movement of the wind blowing the curtains (indicating the wind) and to describe the specials of the old clock swing (indicating the ticking). When the audience's vision receives these signals, the brain automatically supplements the hearing, thus creating a strong immersion。
3.2 High-level matching of sound and emotions
THE PSYCHOLOGICAL INSINUATIONS FROM DIFFERENT ENVIRONMENTS ARE QUITE DIFFERENT. TO GIVE UP THE BRAINLESS BGM HABIT AND TRY TO LEAVE A PURELY “ENVIRONMENTAL SOUND SPACE” IN A SILENT OR CRITICAL PERFORMANCE LENS。
The following is a list of the [sound-and-emotional-gold reference tables] prepared for the creator, suggesting that the cut-off diagrams should be kept and used against the clips or images:

Case of combat:
prompt: animation based on reference maps, medium view fixed lens. the women slowly took the bowl to the lips. she breathes light into hot tea. she sips slowly and with great ease and closes her eyes, and in the background, the fiery amber lumber from the fireplace is blinking softly and in rhythm. heidi and grandpa, aesthetics, 2015 film, 35 mm film particles。
Chapter 4: Three One Field Exercises
WHEN WE FULLY UNDERSTAND THE THREE PILLARS OF “MICRO-EXPRESSION CONTROL”, “MUTUAL KARMA” AND “ENVIRONMENTAL VOICE IMPLIES”, WE CAN COMBINE THEM AND CONSTRUCT THE ULTIMATE “AI DIRECTOR'S HINT GENERATION FORMULA”。
A. DIRECTOR-LEVEL HINT CORE FORMULA
High = base view and subject + micro-emotic sequence (eye/lip/muscle) + co-ordinated body action + environmental physical dynamics (sound thread) + photography and photology
In order to show you the ultimate power of this formula, we challenge a complex and complex scenario:

prompt: on the bright high-mountain pastures, a soft high-mountain breeze blows through, blowing wild flowers around, and shattering the hair of their faces (i.e. moving visualized wind through plants). the man slowly withdraws his sight from a distance and turns his head to meet the eyes of a woman, and his plentiful mind becomes softer, while handing her the wild flowers in his hand. the woman leaned slightly towards him and held his forearm gently and comfortably. they share a quiet, gentle moment of serenity in the golden evenings, with the grass moving with the wind。
Formula Elements Depth Dismantling
The environment and the hearing suggest that wild flowers shake with the movement of golden dust and “hear” the sound of sand in the sand of a sandy wind。
Physical gravity confrontation: The “gravity tilts” of a man's grip on a focus, which injects a real “weight” and “power sense” into a virtual person, leaving the light-floating paper population。
Eye and muscular rhythms: from “tightening” to “relaxing”, from “eye conversation” to “eye tremor”, the flow of emotions is fully consistent with the actual physical response of human beings。
THE FINAL FINALISTS: "AI VIDEO DIRECTOR'S "SHELTERING THE PITS AND SMOKING THE CARDS"
IN THE AGE OF THE BIG VIDEO MODEL OF AI, "BEAUTY" IS THE CHEAPEST, AND "REAL" IS THE MOST EXPENSIVE. WHETHER AN AI VIDEO BECOMES A “PRECISION PLASTIC NPC” OR JUMPS TO A “BLOODED AND FLESHED FILM-LEVEL LENS” OFTEN DEPENDS ON WHETHER YOU HAVE “DIRECTOR'S GLASSES” WHEN YOU ENTER A HINT。

Here's a summary of three core thinking and five battle irons:
The director's point of view
The mood needs to be broken, not pronounced
seal tags: closing words such as crying, angry, nevous。
In exchange for action, the physical instincts and muscles of "the thorax rises, the eyes move away" and "the fingertips strangle the palms" make the audience feel emotional。
The body needs to be "causal" and not "plastic."
seal action: disable meaningless commands such as moving hands, looking around。
For an alternative purpose: to integrate the role into the physical world by adding actions with a clear purpose of life and a sense of physical gravity, such as tacking of the hairs, blowing of the tea, and switching of the gravity。
The environment needs a narrative, not a wallpaper
seal state: extreme or empty vocabulary such as wind, peaceful background is forbidden。
Replace the hints with the following: micro-momentation of the environment, such as the "fire photos", "slow sun shift" and "hot gas rises" to visualize the sound and temperature and allow space to breathe with the role。
A five-word code of warning
Iron I: Deductive, lock-in
Add the Static Camera (fixed lens) or a restricted view (e.g. Media close-up) at the beginning of the hint. When the micro-expressions of the role, the small body movements and the light of the environment are sufficiently rich, the use of large dynamic mirrors, such as pull-and-roll, is strictly forbidden, otherwise it is highly likely to lead to the deformation of the subject and to the deformation of the person。
Iron II: Slow down, make room for "deep."
AI is used to “suspect to show”. The use of adverbs like "slowly " (slowly), "subtly " (subtly), "gently " (sweetly), "fracially " to suppress the movement of AI, so that emotions ferment in the slow rhythm。
Iron III: Make media, break the silence of the vacuum
Microphysical media such as water vapour, morning fog, beams (Dindal effect), falling blades, dust, etc. are ably used. They are a bridge between people and the environment, a “green curtain” that removes images in an instant。
Iron IV: Logic, no fighting
To ensure that the physical logic is consistent. If it was written, “Hands with tea bowls”, it would never be written, “Hand over hair”, and it would be written, “Deep in the eyes”, rather than “Small in the face”。
It's the ultimate solution
Use as high as possible the Midjourney/nanobanana/image2.0 static map + working stream of graphic video. The early locking of a perfect image, look, light and sense of quality with static maps, and the focus on "microdynamics" with video alerts are the most efficient routes for the current output court line lens。
Conclusion:
THERE IS NO END TO TECHNOLOGY, BUT HUMANS ARE ALWAYS SENSITIVE TO SUBTLE EMOTIONS AND TRUE STORIES. AND WHEN YOU STOP USING AI AS A RANDOM CARD-PICKING BLIND BOX, BUT AS AN ACTOR WHO NEEDS YOUR PATIENCE, YOU'VE GONE FROM BEING A "TIP PUZZLER" TO A REAL "AI FILM DIRECTOR." HAVE A NICE DAY